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Facebook Psychology: Popular Questions Answered by Research
Beth Anderson
University of London
Patrick Fagan
University College London
Tom Woodnutt
Independent Social Media Consultant
Tomas Chamorro-Premuzic
University of London, and NYU-in London, UK
Since its launch in February 2004, Facebook has become one of the most popular
websites in the world, as well as a widely discussed media phenomenon. Unsurpris-
ingly, the Facebook revolution has inspired a wealth of psychological study, which is
growing exponentially. In this article, we review the recent empirical research into
some of the key psychological themes concerning Facebook use. The review is
organized according to common questions about Facebook culture and use being posed
by academics and social commentators alike. These questions are grouped under three
major themes, namely: (a) antecedents of Facebook use; (b) how individuals and
corporations use Facebook; and (c) psychological outcomes or effects of Facebook use.
To this end, we review over 100 recent publications (mostly empirical, peer-reviewed
journal articles). We conclude by providing some suggestions for future psychological
research in this rapidly expanding area of popular media culture.
Keywords: Facebook, social networking, social media, cyber-psychology, computer-mediated
communication
The recent explosion in computer-mediated
communication has led to a phenomenal up-
surge in the availability and use of social net-
working sites (SNSs; for definition and history
see, Boyd & Ellison, 2007). SNSs can be gen-
eral or specific in nature (e.g., focusing on par-
ticular populations or activities), but they all
provide a virtual platform where users can
“present” themselves, articulate their social net-
works, and establish or maintain connections
with others (Ellison, Steinfield, & Lampe,
2007). One of the most popular SNSs is Face-
book. Launched on February 4, 2004 (originally
at http://www.thefacebook.com) and reliant on
a continually developing, custom-built infra-
structure, the site reached over 750 million ac-
tive members internationally in late 2011. It is
“one of the most-trafficked sites in the world”
(Facebook, 2011a) at times, more trafficked
even than Google.
Facebook’s popularity has rendered it the fo-
cus of considerable debate within the academic
world. This has related particularly to the im-
plications of its use on such areas as relation-
ship-formation and satisfaction (e.g., Sheldon,
Abad, & Hinsch, 2011); identity construction
(e.g., Zhao, Grasmuck, & Martin, 2008; Back et
al., 2010); psychological and emotional well-
being (e.g., Valkenburg, Peter, & Schouton,
2006; Sigman, 2009; Kalpidou, Costin, & Mor-
ris, 2011); personalϪprofessional boundaries
(e.g., Devi, 2011; MacDonald, Sohn, & Ellis,
2010); learning (e.g., English & Duncan-
Howell, 2008; Kabilan, Ahman, & Abidin,
2010); and privacy (Gross & Acquisti, 2005;
Hartzog, 2009). While some of these issues
have polarized opinion, the complex nature of
Facebook interactions has been recognized
(e.g., Kujath, 2010; Sheldon et al., 2011) and
needs to be reflected in study of this medium.
Indeed, global-level discourse on the role
played by such SNSs as Facebook in catalyzing
revolutionary social change only supports this
Beth Anderson, Department of Psychology, Goldsmiths,
University of London, London, UK; Patrick Fagan, Univer-
sity College London, London, UK; and Tom Woodnutt,
Independent Social Media Consultant; Tomas Chamorro-
Premuzic, Department of Psychology, Goldsmiths, Univer-
sity of London, and NYU-in London, UK.
Correspondence concerning this article should be ad-
dressed to Dr. Tomas Chamorro-Premuzic, Goldsmiths,
University of London, New Cross, SE14 6NW, London,
UK. E-mail: t.chamorro-premuzic@gold.ac.uk
Psychology of Popular Media Culture © 2012 American Psychological Association
2012, Vol. 1, No. 1, 23–37 2160-4134/12/$12.00 DOI: 10.1037/a0026452
23
need (e.g., Morozov, 2011; Channel 4 News,
2011).
Applying learning from the field of differen-
tial psychology—the area of psychology con-
cerned with the study of how and why indi-
viduals differ, and what consequences these
differences have (Chamorro-Premuzic,
2011)—is likely to illuminate Facebook re-
search. Use of SNSs can be seen as illustrative
of a more widespread shift to an increasingly
isolated, individually driven mode of interaction
than has been featured previously in Western
society (Sigman, 2009). It is critically impor-
tant, therefore, that we understand the differen-
tial psychological processes affecting behavior
and behavioral outcomes within this context.
Indeed, while there has been some study of
personality factors in relation to Facebook,
there remains a relative paucity of literature on
this important topic (Wilson, Fornasier, &
White, 2010). With hundreds of millions of
users, one would expect to see individual dif-
ferences that explain why and how people use
Facebook and what effects that use may have.
After providing a brief overview of the
some of the challenges of measuring Face-
book research, we synthesize what is known
about the predictors of Facebook use, behav-
ior, and outcomes in order to contextualize
some of the main debates surrounding this
particular SNS. We also discuss the psycho-
logical significance of Facebook in terms of
how it mediates individuals’ relationships
with brands and their communications. Fi-
nally, we identify priority areas for future
study, including making methodological sug-
gestions for future research inquiry.
How Has Facebook Activity Been
Measured?
Before presenting our findings in detail, it is
worth raising some notable methodological
problems emerging from this review. First,
while some standardized scales have been de-
veloped for research in this area (e.g., ‘The
Facebook Intensity Scale’, Ellison et al., 2007),
they are not consistently applied. Related to
this, readers should note that the majority of
studies reviewed have used scales to measure
other dimensions of behavior or psychology
that have not been developed or normed specif-
ically for use with SNS populations and/or the-
ory that predates the “digital age.”
Second, levels of engagement in SNS activity
are described in different ways. “Facebook use”
has been measured variously using categorical,
interval, or ratio scales with different degrees of
sensitivity. Respondents may be asked, for ex-
ample, to provide details of the average number
of minutes they spend online in a typical day,
month, or year; or, instead, to identify whether
they use the site (or elements of it) “never,”
“seldom,” “sometimes,” or “frequently,” with-
out clear guidance provided on the frequency of
usage that might exemplify each of these cate-
gories. In addition, sampling or screening might
involve identifying whether potential partici-
pants are “regular users” of the site, with no
clear definition provided about the level of ac-
tivity that this would entail.
Not only do these inconsistencies and meth-
odological issues make both interpretation and
meta-analysis challenging, but they also pose
obvious threats to studying reliability and va-
lidity (a problem also confounded by the fact
that the majority of the studies use self-report
survey data). We do not attempt to resolve these
problems in this review but we do encourage
readers to interpret findings, taking into account
these and other methodological considerations.
Methodological recommendations for future re-
search are discussed in the final section of this
review.
Antecedents of Facebook Use:
Who Uses Facebook?
Is Facebook Just for Young People?
The published literature on social networking
suggests that, given rapidly increasing Internet
penetration worldwide, there is little difference
between the personality profiles of the online
and offline populations (Valkenburg & Peter,
2007), and the same is said to be true for SNSs
specifically (Buffardi & Campbell, 2008). Fa-
cebook is particularly popular with young peo-
ple (Boyd, 2007), especially those in college or
university (perhaps reflective of its roots in the
student community). Hargittai’s 2008 study
found Facebook to be the preferred mode of
social networking for many young people. Ex-
trapolating from this finding, it may be that the
decline in use of email, hitherto the most pop-
24 ANDERSON, FAGAN, WOODNUTT, AND CHAMORRO-PREMUZIC
ular mode of electronic communication (Mur-
nan, 2002; Judd & Kennedy, 2010) can be ex-
plained by increased reliance on SNSs as an
alternative way of forging and utilising inter-
personal connections. While users of SNSs such
as Facebook come from a wide range of age and
ethnic groups (Hargittai, 2008), older people
can be less adept at navigating the site
(Brandtzæg, Luders, & Skjetne, 2010).
Is Facebook More Popular Among Very
Sociable People?
Gangadharbatla (2008) noted that relatively
little is known about the antecedents of SNS
use, although four prominent predictive factors
have been highlighted, namely: “Internet self-
efficacy, need for cognition, need to belong, and
collective self- esteem” (p. 6). In testing these
further, he found support for all factors with the
exception of the need for cognition (Cacioppo
& Petty, 1982), a personality trait that refers to
one’s tendency to be curious and have a “hun-
gry mind” (von Stumm, Hell, & Chamorro-
Premuzic, 2011). People with a high need for
cognition are more likely than their counterparts
with a low need for cognition to seek out and
relish opportunities to engage in tasks that re-
quire cognitive effort (Petty, Brin˜ol, Loersch, &
McCaslin, 2009). The fact that the need for
cognition did not predict Facebook use perhaps
reflects the site’s role as a vehicle for passive as
well as active information-seeking (Wise, Alha-
bash, & Park, 2010). Passive information-
seeking on Facebook might include, for exam-
ple, “surveying messages posted to a central
location (like a ‘Wall’ or status-update page,
studying user profiles, and lurking in discussion
forums without participating)” (Wise et al.,
2010, p. 556), though it is difficult to draw
robust conclusions about the extent to which
this correlates to low need for cognition, given
that the need for cognition and SNS use is an
underresearched area (Gangadharbatla, 2008).
Using a theory of planned behavior model
(Ajzen, 1991), Pelling and White (2009) found
that attitudes about high SNS use significantly
predicted SNS use (even once accounting for
demographic factors), and that self-identity in-
creased the predictive validity of the model.
They also found self-identity to correlate di-
rectly with SNS use, “suggesting that the more
[SNS] use is a salient part of a young adult’s
identity, the greater the individual’s use of these
Web sites” (p. 758). Unlike Gangadharbatla
(2008), Pelling and White (2009) did not find
“belongingness” to be a significant factor in
SNS take-up, but it did predict addiction to
SNS; this is consistent with Wilson et al.’s
(2010) study which found a number of person-
ality and self-esteem variables predicted addic-
tive SNS usage among young people’. More-
over, this is in line with a growing body of
evidence relating to Internet addiction in gen-
eral (Caplan, 2002; Suratt, 2006; Tang & Zhou,
2009) and evidence that use of Facebook and
other SNSs can be addictive (Muise,
Christofides, & Desmerais, 2009; van Rooij,
Schoenmakers, van de Eljnden, & van den
Mheen, 2010). Evidence from studies of ge-
neric Internet use suggest this may be because
of its “ersatz” sociality (Green & Brock,
1998, p. 527), that is, the illusion it creates
that the user is engaged in actual social inter-
action akin to that encountered in “real life”
rather than mere virtual interaction.
A recent study of individual difference pre-
dictors of Facebook use among young people
(Wilson et al., 2010) found that those high in
extraversion and those low in conscientiousness
(measured using the five factor model of Costa
and McCrae, 1992) are more likely to use SNSs.
In that same study, Wilson et al. (2010) found
no correlation between openness to experience
or agreeableness and SNS use, suggesting that
such media are no longer seen as a novelty;
instead, they may be deemed as “functional” in
nature (p. 175), that is, used for work purposes,
rather than as a means of socializing. There was
also no evident link between SNS use and neu-
roticism and self-esteem, attributed to concerns
held by socially anxious people about being in
the public domain. Extrapolating from this ev-
idence, it is unsurprising that we conclude that
users of Facebook do not differ in most person-
ality traits from nonusers of Facebook.
Processes and Operant Behavior: How and
Why Do People Use Facebook?
What Do Users Get Out of Facebook?
Given its massive popularity and the afore-
mentioned evidence of some associated decline
in use of other media among certain groups,
Facebook clearly meets a particular need. To
25FACEBOOK PSYCHOLOGY
clarify the nature of that need, we have to un-
derstand how (and what) people communicate
via this medium, and how that differs from
communication via traditional media (e.g.,
email, telephone, face-to-face interaction).
Looking briefly at the evolution of the relation-
ship between the individual and mass media in
general terms, over time, may be helpful in this
respect.
Historically, the most frequently identified
“uses and gratifications” (Katz, 1959) in regard
to mass media have been diversion, personal
relationship, personal identity, and information
(McQuail, Blumler, & Brown, 1972); people
actively engage with media channels for these
purposes. More recently, general Internet use
has been found to meet both users’ interpersonal
needs (Morris & Ogan, 1996) as well as their
need to build and maintain relationships in vir-
tual communities (Sheldon, 2008; Song, La-
Rose, Eastin, & Lin, 2004); that is, maintaining
virtual networks has become an end in itself.
This may be explained, at least in part, by
evidence that suggests users of digital media
“respond to computerized devices in the way
they do to people” (Williams & Rowlands,
2007, p. 17).
Facebook use has been typologized in a num-
ber of ways, with considerable overlap between
classifications. Both Raacke and Bonds-Raacke
(2008) and Park, Kee, and Valenzuela (2009)
gathered data on motivation for Facebook use
by asking participants to identify, from a given
list of items, which ones described their reasons
for using the site (Park et al. used a 1–6 Likert
scale to assess the extent to which each item
motivated site use). Bonds-Raacke and Raacke
(2010) identified three core dimensions of use:
information, friendship, and communication.
These dimensions are consistent with earlier
research, which showed that Facebook users
sign-up principally to keep up-to-date with old
and new friends, and for such purposes as or-
ganizing or publicizing social events, studying,
and dating (Raacke & Bonds-Raacke, 2008).
Park et al. (2009) typologized use in a similar
way, with “socializing, entertainment . . . and
information” highlighted as three of the “four
primary needs for participating in groups within
Facebook” (p. 729), in addition to “self-status
seeking.” This typology makes sense when in-
terpreted in light of evidence suggesting that
SNS activity correlates to a user’s sense of
identity (Pelling & White, 2009).
Informed by Rubin’s (1994) typology of me-
dia use and Ramirez, Walther, Burgoon, and
Sunnafrank’s (2002) conceptualization of infor-
mation-seeking communication behavior, Wise,
Alhabash, and Park (2010) suggested that Face-
book “serv[es] two primary goals: passive so-
cial browsing (i.e., through reading newsfeeds)
and extractive social searching (e.g., through
reading friends’ profiles)” (p. 560). Passive
browsing, they posited, is comparable to Ru-
bin’s “ritualized” use, while extractive search-
ing is aligned with “instrumental” use in that “it
deals with acquiring specific information”
(Wise et al., 2010, p. 555). Wise et al. coded
various elements of the site using Lampe, Elli-
son, and Steinfeld’s (2006) classification for
social searching and social browsing. By track-
ing and coding participants’ use of the site, they
found that a greater proportion of Facebook
usage time was spent on passive rather than
active engagement but that social searching
(i.e., the more active involvement) elicited
greater pleasurable responses (determined phys-
iologically by measuring stimulation of the ap-
petitive and aversive system) than did simply
browsing through the site.
Why Do Corporations Use Facebook?
Facebook made it possible for companies to
join three years after the platform’s inception.
Take-up was overwhelming, with 100,000 or-
ganizations creating profiles in the first 24 hours
alone (as cited in Burns, 2010). In turn, Face-
book users have embraced the opportunity to
engage with brands in this way, communicating
brand loyalty or support by becoming “fans” of
particular companies, or by clicking an icon to
indicate that they “like” a brand.
There are in excess of three million brand
identities (including those from individuals) on
Facebook, supported by over 20 million fans
(Walsh, 2009). Companies have clearly recog-
nized the importance of social networks for
their ongoing marketing activities with more
than 2.5 million organizations worldwide now
integrating their websites with the Facebook
interface (Facebook, 2011b). Accordingly, Fa-
cebook is recognized as an important customer
relationship management tool for corporations
and marketers. Its online platform allows brands
26 ANDERSON, FAGAN, WOODNUTT, AND CHAMORRO-PREMUZIC
to develop more open and two-way relation-
ships with their customers by facilitating partic-
ipation, dialogue, and opt-in brand experiences
(Treadaway & Smith, 2009). Offering site users
(i.e., existing and potential customers) enter-
taining games, exclusive content, and the op-
portunity for engaging conversations can con-
tribute to strong customer relationships (Zhang,
Sung, & Lee, 2010). This way of connecting
with the consumer represents a departure from
the traditional broadcast-based advertising
model, which focuses more on creating brand
and product consideration through raised
awareness (Meadows-Klue, 2008).
Users’ desire to connect with brands on Fa-
cebook has been linked to several factors, in-
cluding social identity, self-disclosure, brand
trust, satisfaction, and attachment and brand
consciousness (Burns, 2010). Consumers’ mo-
tivation to participate with brands can also be
driven by the desire for self-gain, rather than
loyalty or appreciation. Commercial social me-
dia research has shown that users befriend
brands not only to communicate their support
and preferences to other users, but also to re-
ceive incentives for continued brand loyalty
(Cone, 2010).
In addition to enabling companies to thrive in
the marketplace, Facebook can also help orga-
nizations when they are most at risk of losing
customers. Evidence suggests that in times of a
public relations crisis for corporations, Face-
book has become an important management and
damage mitigation tool (Wright & Hinson,
2009). An example of this includes Toyota’s
recall of the Yaris in 2009. In that car recall,
Toyota used its Facebook page to send users to
a dedicated microsite with reassuring informa-
tion (Wright & Hinson, 2009). Although many
corporations have created official, company-
controlled Facebook fan pages, it has been sug-
gested that they are often underexploiting the
opportunity for dialogue and communication
(McCorkindale, 2010). An analysis of nonprofit
companies, for example, revealed that many
simply describe their organization without in-
cluding news or providing opportunities for par-
ticipation (Waters, Burnett, Lamm, & Lucas,
2009).
The emergence of Facebook represents one
part of a more general shift in power away from
corporations and toward consumers (as high-
lighted, for example, by Lafley, 2006), one per-
son’s views or described experience can now
reach millions of people in a very short period
of time and, in turn, strangers are able to rally
into communities and online groups with shared
agendas. These consumer communities can help
brands by harnessing emotional engagement
and brand support or endorsement; for example,
in the United Kingdom in 2007, Cadbury de-
cided to reintroduce the confectionary brand
Wispa, after a popular campaign on Facebook.
Of course, the converse is also true; an online
“mob” culture can be created quickly and easily
to challenge a particular brand’s identity, ser-
vice, or practices.
Companies are realizing the economic bene-
fits of formalizing corporate involvement in Fa-
cebook: Facebook can provide consumer in-
sight at a fraction of the cost of traditional
methods (Woodcock, Green, & Starkey, 2011)
as well as easy integration of contemporary and
traditional research methods. The confectionary
brand Skittles, for example, has a Facebook
group linked to the brand’s overall advertising
strategy, which has enabled members to give
their views via Facebook Polling (a service of-
fered by the site for providing “quick answers to
simple questions”, Poynter, 2008) as well as by
clicking links to externally hosted traditional
surveys (Poynter, 2008).
The sheer volume and depth of data that are
collected on individuals makes hypertargeting
of advertising on the platform effective and
efficient. Facebook has shown a commitment to
provide brands with alternative ways to engage
their consumers within the platform, including
geolocation-based deals, an online credits cur-
rency, and even TV broadcasts and video-
streaming opportunities. As long as Facebook
remains one of the most popular tools for social
networking, brands are likely to continue to use
the service to engage their customers.
Are Facebook Users Really Who They Say
They Are?
The first step to engagement in any SNS is for
the user to set up a profile and, in doing so,
create a “live” virtual persona (Boyd & Ellison,
2007). Identity construction, online or offline, is
“a public process” (Zhao et al., 2008, p. 1817;
White, 2000; Goffman, 1959). Virtual media
settings, however, may initially seem to offer
more scope for control or variation of identity
27FACEBOOK PSYCHOLOGY
than in the real world; they seem to provide an
environment in which identity is malleable and
the reality or fantasy boundary can be blurred
easily (Turkle, 1995). Facebook, however, is a
“nonymous” environment (Zhao et al., 2008).
This means that users have some control over
how they are presented, but not total control,
because the activities in which they are involved
online, and the people with whom they connect,
also provide identity cues—and identity valida-
tion or refutation—to other users. In this way,
there are implicit as well as explicit identity
cues, pertaining to communities of users rather
than to the individual in isolation (Zhao et al.,
2008). Accordingly, Facebook users are far
more likely to present a realistic, if slightly
exaggerated, version of their true personalities
(supporting “the extended real-life hypothesis”)
than to represent an overly idealized virtual
identity (Back et al., 2010, p. 372). That is to
say, “various dimensions of identity claims ap-
pear to be grounded in offline realities” (Gras-
muck, Martin, & Zhao, 2009, p. 158).
Facebook users can personalize their profile
page—which is divided into a number of sec-
tions—in several ways, using externally created
“applications” (Boyd & Ellison, 2007), and this
activity may have a reinforcing impact on self-
awareness; for example, Gonzales and Hancock
(2011) found that constructing and reflecting on
self-identity through Facebook use would lead
to greater objective self-awareness effects (Du-
val & Wicklund, 1972) than traditional stimulus
for objective self-awareness (such as a mirror).
Perhaps unsurprisingly, people with narcissistic
personality traits tend to check their profile page
more frequently than other users, as well as
spend more time on the site in general (Mehdi-
zadeh, 2010). In line, a study found that narcis-
sism effects on Facebook use were mediated by
the attractiveness and level of self-promotion
evident in the user’s main photo (in conjunction
with social interaction online, Buffardi &
Campbell, 2008), while another study found
that narcissism levels predicted the amount of
self-promotional content in a number of core
profile areas (Mehdizadeh, 2010).
Privacy and Disclosure on Facebook:
Who Tells What to Whom?
Although Facebook users take privacy seri-
ously, information disclosure is manifest very
differently in this virtual environment compared
to the offline arena (Christofides, Muise, & Des-
marais, 2009). Parks and Floyd (1996) high-
lighted the view that the mediated nature of
Internet communication and (mis)perceived an-
onymity catalyzes freedom of expression such
that people feel far more liberated online than
they do in the real world. Specifically, Facebook
elicits higher levels of general information-
sharing (Brandtzæg et al., 2010) than the “real”
(physical) world, as well as greater information
disclosures, that is, more communication of per-
sonal or sensitive information (Christofides et
al., 2009). To some extent, this is even an ex-
pectation: “content sharing” has been dubbed
one of the “most important criteria for the suc-
cess of social network sites” (Brandtzæg et al.,
2010, p. 1006) and the increased acceptability
of the reduced privacy associated with this was
recognized explicitly by Facebook’s founder as
reflecting a shift in “social norms” (as cited in
Johnson, 2010).
Although there is evidence that people are
becoming increasingly aware of the potential
risks posed by indiscriminate information-
sharing online (Bonds-Raacke & Raacke,
2010)—and that women, in particular, are more
concerned with Facebook privacy than men
(Fogel & Nehmad, 2009; Bonds-Raacke &
Raacke, 2010)—users have hitherto been rela-
tively unconcerned (Hew, 2011) or unaware
(Brandtzæg et al., 2010) of such issues. An
overall increase in the number of people search-
ing Google with the term “delete Facebook”
(Google, 2011) and such campaigns as “Quit
Facebook Day” (Milan & Dee, 2010) provide
some evidence to suggest changing attitudes in
this respect.
Christofides et al. (2009) found that disclo-
sure of information was predicted by users’
need for popularity, and that information con-
trol was predicted by high self-esteem and/or
low trust in others. They demonstrated, there-
fore, that disclosure and control are “different
processes affected by different aspects of per-
sonality” (p. 343). Taken together with the find-
ings of Ellison et al. (2007), this suggests that
people with low self-esteem may see informa-
tion-sharing as a lever for gaining acceptance
and are less choosy about those from whom
they seek this affirmation, whereas “those with
higher self-esteem are only concerned about
28 ANDERSON, FAGAN, WOODNUTT, AND CHAMORRO-PREMUZIC
popularity within their chosen circle”
(Christofides et al., 2009, p. 343).
Does Facebook Make the (Socially) Rich
Even Richer?
There has been considerable debate (for re-
view, see Parks & Floyd, 1996) about whether
computer-mediated communication erodes inti-
macy—that is, as a result of the fundamental
human need for face-to-face interaction and
physical stimuli which is lacking in Internet-
based relationships (Ben-Ze’ev, 2005; Alapack,
Blitchfeldt, & Elden, 2005)—or strengthens it,
by enabling people to build “social capital”
(Bourdieu, 1986), engaging with others with
whom they are unable to maintain bonds other-
wise (Ellison et al., 2007; Mathwick, Wiertz, &
De Ruyter, 2008). So, is Facebook more popu-
lar among those with many or few real-world
friends?
There is strong support for the view that use
of online SNSs complements rather than re-
places or is inferior to offline communication
(e.g., Kujath, 2011; Ellison et al., 2007) despite
evidence from studies of more general Internet
use to the contrary (e.g., Kraut et al., 1998;
Parks & Roberts, 1998). The literature suggests
that computer-mediated communication is used
primarily to strengthen existing relationships
and only secondarily to forge new ones (for
review, see Bargh & McKenna, 2004). Accord-
ingly, Facebook is most often used as a way of
building, rekindling, and/or maintaining rela-
tionships involving those with whom users
share “some common offline element” (Boyd &
Ellison, 2007). It has also been deemed partic-
ularly useful, for example, for maintaining re-
lationships over long distances (Lee & Boyer,
2007).
Sheldon et al. (2011) found evidence to sup-
port a “two-process interpretation” of Facebook
usage: people engage in Facebook to avoid feel-
ings of disconnection (i.e., relatedness-need dis-
satisfaction)—and Facebook use works to
achieve this—and they also gain feelings of
connection (i.e., relatedness-need satisfaction)
by using the site. Sheldon et al. found these
processes to work independently, such that
while “disconnection drives Facebook use and
connection rewards it” (2011, p. 766), using the
site more can increase connection without de-
creasing disconnection. They conclude that the
site can, in this way, serve as a distraction from
real-world problems but will not remedy them.
Early research found support for the poor-
get-richer hypothesis, in respect to the relation-
ship between Facebook usage and self-esteem
(Ellison et al., 2007). This was contextualized
within a body of knowledge that suggested In-
ternet users who avoid face-to-face interaction,
or who find it less rewarding, found the Internet
a more favorable—and a lower-risk—vehicle
for developing interpersonal relationships (e.g.,
Papacharissi & Rubin, 2000; Ward & Tracey,
2004). There is growing evidence, however, to
support the rich-get-richer hypothesis (Kraut et
al., 2002; Sheldon, 2008) in virtual social inter-
actions. Those with lower self-esteem and
higher social anxiety in real life may spend
more time on Facebook, perhaps seeking con-
nection or distraction, but are, in fact, more
likely to have fewer friends than those who
thrive interpersonally in the real world (Mehdi-
zadeh, 2010; Sheldon, 2008). These findings are
consistent with those from comparable studies
of other online arena: for example, people low
in dating anxiety and high in sensation-seeking
are more likely to engage in online dating
(Valkenburg & Peter, 2007), an activity that has
also been shown to correlate with the “recre-
ation hypothesis” but not the “compensation
hypothesis” (Peter & Valkenburg, 2007, p.
455). This suggests, again, that online network-
ing is seen as an addition to real-world interac-
tions rather than as something that compensates
for offline inadequacy of some type.
Outcomes: Why Make Friends on
Facebook?
What Purposes Do Facebook Friends
Serve?
Because users of Facebook are motivated by
a desire to manage new and existing relation-
ships, it is important to consider the impact of
making (or being) a Facebook friend. Before
doing so, however, we need first to delineate
briefly how people make sense of the profiles
they view on Facebook. Interpersonal interac-
tion is informed not only by how a person
presents him- or herself (Goffman, 1959), but
also by the ability of perceivers to accurately
infer characteristics from that self-presentation
(Funder, 1995). We know that, in the real world,
29FACEBOOK PSYCHOLOGY
people can accurately infer both personality at-
tributes and situational outcomes from only
minimal, “thin slices” of information (e.g., Am-
bady & Rosenthal, 1992; Gottman & Levenson,
2002; Gosling, 2008; Graham, Sandy, & Gos-
ling, 2011), and the empirical evidence suggests
this also applies to Facebook (e.g., Back,
Schmukle, & Egloff, 2008; Stecher & Counts,
2008). Indeed, packaging information in a way
that facilitates rapid access to, and digestion of,
information has never been more important.
Studies of information needs and provision
have identified “zero tolerance for delay”
among Internet users—that is, an expectation
that they will be able to access the data they
want, instantaneously—a demand that is both
driven and reinforced by the capabilities of new
media (Williams & Rowlands, 2007, p. 17).
Facebook is part of this movement and its plat-
forms enable members, theoretically, to use the
relatively small amounts of information con-
tained within a profile to make rapid and rea-
sonably accurate assessments of large numbers
of potential friends.
Evidence from the real world suggests that, in
any large network of friends, only a small pro-
portion will be close friends (Hill & Dunbar,
2003), perhaps explained in part by the theory
that we have only limited cognitive capacity to
maintain social relationships (Dunbar, 1993).
While the same may be true for Facebook,
unlike the offline context, Facebook users can
develop much bigger networks (Acar, 2008). In
sociological and psychological theory, an “in-
terpersonal tie” describes the link between in-
dividuals through which information can be
channeled. In general terms, ties can be said to
be “strong” or “weak” depending on the
“amount of time [invested], the emotional in-
tensity, the intimacy (mutual confiding), and the
reciprocal services which characterize the tie”
(Granovetter, 1973, p. 1361). Applying this to
Facebook, we see that the friends made online
are people with whom users can create and
maintain both weak and strong interpersonal
ties. This means that they can forge and sustain
information-facilitating connections with exist-
ing, close friends as well as with less well-
known (or unknown) acquaintances (Donath &
Boyd, 2004; Ellison et al., 2007). Both weak
and strong ties provide benefits in terms of
increasing social capital (Williams, 2006; Elli-
son et al., 2007), that is, increasing the individ-
ual and group utility resulting from use of per-
sonal networks or relationships. Exploring in-
terpersonal relationships in general, Putnam
(2000) identified two types of social capital:
“bridging” (resulting from intergroup networks
being developed) and “bonding” (resulting from
intragroup network strengthening). Weak ties,
eliciting bridging social capital (Putnam, 2000;
Ellison et al., 2007), can provide information or
employment-related benefits, but are less useful
for emotional support (Granovetter, 1973).
It has been suggested that Facebook is par-
ticularly useful for developing bridging capital
because it encourages users to “convert latent to
weak ties” (Ellison, Steinfield, & Lampe, 2011)
and to manage weak ties in a time-efficient way
(Vitak, Ellison, & Steinfield, 2011). Strong ties,
which can also be supported by Facebook, can
educe “bonding” social capital, which strength-
ens further the connection between people with
a close and typically preexisting personal rela-
tionship (Ellison et al., 2007; Stefanone, Kwon,
& Lackaff, 2011). It may be that those who feel
lonely, because they lack close ties in the real
world, could benefit from the ready-made sup-
port network provided by the Facebook pool
(after Bargh & McKenna, 2004), but the extent
to which people ask for, and provide, support of
this type to others may relate to self-esteem,
given that people high in self-esteem are less
like to accept “friend requests” from users they
do not already know (Acar, 2008).
How Do People Perceive Facebook
“Friends”?
Predictably perhaps, network size predicts
time spent using the site, although women
spend more time online than men overall, irre-
spective of network size (Acar, 2008). As one
would expect, and in line with the “rich get
richer” theory, extraversion is positively corre-
lated to network size (Acar, 2008) and, accord-
ingly, those with moderately high numbers of
friends are perceived by others to be signifi-
cantly more extraverted than those with few
friends Tom Tong, Van Der Heide, & Langwell,
2008. This relationship is not straightforward,
however, given that ratings of extraversion de-
creased with very high numbers of friends, sug-
gesting friends have been acquired “not . . . as a
result of extraversion, but rather by some other
characteristic” Tom Tong et al., 2008, p. 542.
30 ANDERSON, FAGAN, WOODNUTT, AND CHAMORRO-PREMUZIC
While a network comprises a number of Fa-
cebook friends, this term appears to be inter-
preted slightly different online than offline Tom
Tong et al., 2008. Specifically, there may be a
perception that friendships are less credible or
valid if they are too great in number: Tom Tong
et al., (2008) found a curvilinear relationship
between the number of friends and rated social
attractiveness (but not physical attractiveness)
such that a user was deemed more popular as
number of friends increased up until the opti-
mum number (302 friends, which was also the
average number per user), after which rated
social popularity decreased. In addition, users
also judge others’ attractiveness based on the
friends in their network. In this respect, profile
owners are viewed more favorably if their
friends are physically attractive and, for women
profile owners, if their friends do not post mes-
sages that could implicate the profile owner in
behavior likely to be viewed in a negative
(Walther, Van Der Heide, Kim, & Westerman,
2008); men whose friends post messages imply-
ing negative moral behavior, however, are
viewed as being more attractive.
There is also evidence of a counter-Facebook
movement, driven perhaps in part by concerns
that the site promotes a superficial kind of
friendship. Some commercial brands have ex-
ploited this sentiment: a Burger King marketing
campaign, for example, involved the creation a
Facebook application—“Whopper Sacrifice”—
offering a free burger in return for deletion of 10
friends (Walsh, 2009). Only 10 days after its
launch, Facebook disabled the application on
the grounds that it breached its privacy regula-
tions, although nearly a quarter of a million
people had already been de-friended during this
time. This illustrates how virtual media has not
only transformed the nature of friendship, but
also arguably devalued it (to the cost of 37 cents
per person precisely, Wortham, 2009).
What Are the Downsides of Building
Facebook Relationships?
The public nature of a person’s Facebook
profile means that users’ social lives are partic-
ularly open to scrutiny from others (Muise et al.,
2009; Boyd & Ellison, 2007). While positive
feedback given via SNS can boost self-esteem,
for negative comments the opposite can be true
(Valkenburg et al., 2006). Similarly, while
some users benefit from feeling more socially
included because they participate in SNS com-
munities, particularly when they feel isolated
from others in the real world (Sheldon, 2008),
when online engagement is a form of avoidant
coping, users may be less likely to face real-
world problems (Kim et al., 2009; Green &
Brock, 1998).
Facebook also has the potential to create real-
world problems that did not previously exist.
On examining the role played by Facebook in
romantic relationships, for example, Muise et
al. (2009) found that site use can lead to in-
creased jealousy and/or obsessive behavior, as a
result of the opportunities it provides users to
“access . . . information about their partner that
would not otherwise be accessible” (p. 443).
This, in turn, positively reinforces ongoing
“surveillance behavior” (p. 444). Muise et al.
(2009) found that participants were able to re-
flect objectively on this vicious cycle, but often
were unable to break it, citing its addictive
nature. Indeed, an overreliance on Facebook
more generally may mean that cessation of use
can have a negative impact: Sheldon and Hinsch
(as cited in Sheldon et al., 2011) found that
reduction in use correlated with “reduced ag-
gression, procrastination, and negative affect,
and with increased life-satisfaction, but it was
also associated with reduced positive affect”
(Sheldon et al., 2011, p. 773).
Next Steps: What Next for Facebook
Research?
Given the rapid advancements in technology
and the ever-increasing demand among con-
sumers for more and better ways to connect,
communicate, and conduct business, there is
considerable scope for ongoing research into the
psychology of Facebook use. While this review
has summarized some of the main findings with
respect of the antecedents, behaviors, and ef-
fects relating to Facebook use, there are still
gaps in the research to date that may be worth
studying in more detail.
First, although researchers have expended
considerable effort in understanding how peo-
ple use the site’s core features—specifically,
how they create and perceive profile content and
befriend other users or brands—there is still
only a relatively limited amount known about
the personality correlates of these and other,
31FACEBOOK PSYCHOLOGY
more specific Facebook-related activities, for
example, participation in virtual events, dating,
engagement in research or marketing activities,
use of “walls,” and so forth.
Second, it might also be advantageous to
understand more about how Facebook encour-
ages different types of communication. What
are the individual-level predictors that deter-
mine the extent to which users are likely to take
advantage of different features and cues for
communication? While there is already a grow-
ing body of literature on the differential strength
of network ties, there could usefully be more
study to discern relative perception of such ties
and their impact, and the relationship between
these and individual users’ psychological char-
acteristics. Related to this, it would be worth
exploring expectations of other users within dif-
ferent Facebook contexts, to understand, for
example, whether personality predictors play a
different role if the user is viewing another
person’s profile to appraise that person as a
possible romantic partner or simply as someone
with whom there is some apparent commonal-
ity. Given the previous research bias toward
student populations, it may also be useful to
study the perceptions and use of Facebook
among other groups.
Third, much study has focused on— or
assumed—a psychologically “healthy” popula-
tion. Because the profile of SNS users increas-
ingly reflects the profile of the offline commu-
nity, it may be worthwhile researching in more
detail the impact of both nonclinical “dark”
personality traits and clinically significant psy-
chological conditions on Facebook usage and
impact. There is also scope to explore in more
detail the potentially negative impact of Face-
book use. This review has identified some of the
emerging evidence in this respect, but it appears
to be patchy; future work could address this
issue more systematically, perhaps with a mul-
tilevel model that identifies risks associated
with Facebook use in the short, medium, and
longer term, at the individual, corporate, and
societal level. Addressing the darker side of
Facebook might also involve exploring further
its role in relation to relevant group phenomena
such as peer pressure and cyber-bullying.
Building on evidence from research (and
popular culture discourse) that identifies a
group of Facebook users who want to reduce
their usage of the site, future studies could also
explore the issue of “problematic” Facebook
use, specifically: agreeing to a definition of
what this means in practice; developing a mea-
sure that determines when use becomes prob-
lematic; and studying the antecedents, behavior,
and outcomes associated with problematic use.
Fourth, it is important to remember that on-
line culture is very fast-paced. There may be
value, therefore, in studying the perception of
Facebook friendship longitudinally, to track the
changing nature of this concept over time. Re-
searchers could also build on previous studies
by undertaking further mixed-mode work that
tests users’ perceptions of others as activities
move from the online to the offline arena. Some
comparable work has been conducted in rela-
tion to Internet dating, which may provide some
lessons.
Finally, there is considerable scope to ex-
plore some of the methodological issues pre-
sented in this review. There may be benefit,
for example, in researchers working to con-
solidate the current plethora of measures in
use, into one or more standardized invento-
ries, applicable to a range of SNSs. The aim
of this would be not only to save researchers
from reinventing the wheel, but also to re-
spond to the fact that SNSs have expanded
their services and available content consider-
ably since early scales were developed. In
terms of improving the accuracy and rele-
vance of measurement, it might also be useful
to develop new population norms specific to
different groups of Facebook users. Similarly,
where research is reliant on established theory
that predates new media (and its associated
modes of communication), it could be worth-
while investing time in revalidating theory
with specific reference to the digital context.
In general, it will be important to diversify
the methodologies in use in Facebook re-
search, which, at present, rely very heavily on
subjective accounts. Specifically, it is worth
exploring options for validating self-report
data while also examining the impact of the
tension this creates between the nonymous
identity (which implies nonconfidentiality)
and providing research data that accurately
reflects participants’ thoughts and behavior.
Tracking software that captures data on web-
site usage and behavior is already available,
and while this may provide a useful addition
to Facebook research, the ethical issues relat-
32 ANDERSON, FAGAN, WOODNUTT, AND CHAMORRO-PREMUZIC
ing to privacy, confidentiality, and data use
would need to be considered carefully.
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36 ANDERSON, FAGAN, WOODNUTT, AND CHAMORRO-PREMUZIC
Zhang, J., Sung, Y., & Lee, W.-N. (2010). To play or
not to play: An exploratory content analysis of
branded entertainment in Facebook. American
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construction on Facebook: Digital empowerment
in anchored relationships. Computers in Human
Behavior, 24, 1816–1813.
Received May 31, 2011
Revision received September 26, 2011
Accepted September 26, 2011 Ⅲ
Members of Underrepresented Groups:
Reviewers for Journal Manuscripts Wanted
If you are interested in reviewing manuscripts for APA journals, the APA Publications
and Communications Board would like to invite your participation. Manuscript reviewers
are vital to the publications process. As a reviewer, you would gain valuable experience
in publishing. The P&C Board is particularly interested in encouraging members of
underrepresented groups to participate more in this process.
If you are interested in reviewing manuscripts, please write APA Journals at
Reviewers@apa.org. Please note the following important points:
• To be selected as a reviewer, you must have published articles in peer-reviewed
journals. The experience of publishing provides a reviewer with the basis for preparing
a thorough, objective review.
• To be selected, it is critical to be a regular reader of the five to six empirical journals
that are most central to the area or journal for which you would like to review. Current
knowledge of recently published research provides a reviewer with the knowledge base
to evaluate a new submission within the context of existing research.
• To select the appropriate reviewers for each manuscript, the editor needs detailed
information. Please include with your letter your vita. In the letter, please identify which
APA journal(s) you are interested in, and describe your area of expertise. Be as specific
as possible. For example, “social psychology” is not sufficient—you would need to
specify “social cognition” or “attitude change” as well.
• Reviewing a manuscript takes time (1–4 hours per manuscript reviewed). If you are
selected to review a manuscript, be prepared to invest the necessary time to evaluate the
manuscript thoroughly.
37FACEBOOK PSYCHOLOGY

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Facebook psychology

  • 1. Facebook Psychology: Popular Questions Answered by Research Beth Anderson University of London Patrick Fagan University College London Tom Woodnutt Independent Social Media Consultant Tomas Chamorro-Premuzic University of London, and NYU-in London, UK Since its launch in February 2004, Facebook has become one of the most popular websites in the world, as well as a widely discussed media phenomenon. Unsurpris- ingly, the Facebook revolution has inspired a wealth of psychological study, which is growing exponentially. In this article, we review the recent empirical research into some of the key psychological themes concerning Facebook use. The review is organized according to common questions about Facebook culture and use being posed by academics and social commentators alike. These questions are grouped under three major themes, namely: (a) antecedents of Facebook use; (b) how individuals and corporations use Facebook; and (c) psychological outcomes or effects of Facebook use. To this end, we review over 100 recent publications (mostly empirical, peer-reviewed journal articles). We conclude by providing some suggestions for future psychological research in this rapidly expanding area of popular media culture. Keywords: Facebook, social networking, social media, cyber-psychology, computer-mediated communication The recent explosion in computer-mediated communication has led to a phenomenal up- surge in the availability and use of social net- working sites (SNSs; for definition and history see, Boyd & Ellison, 2007). SNSs can be gen- eral or specific in nature (e.g., focusing on par- ticular populations or activities), but they all provide a virtual platform where users can “present” themselves, articulate their social net- works, and establish or maintain connections with others (Ellison, Steinfield, & Lampe, 2007). One of the most popular SNSs is Face- book. Launched on February 4, 2004 (originally at http://www.thefacebook.com) and reliant on a continually developing, custom-built infra- structure, the site reached over 750 million ac- tive members internationally in late 2011. It is “one of the most-trafficked sites in the world” (Facebook, 2011a) at times, more trafficked even than Google. Facebook’s popularity has rendered it the fo- cus of considerable debate within the academic world. This has related particularly to the im- plications of its use on such areas as relation- ship-formation and satisfaction (e.g., Sheldon, Abad, & Hinsch, 2011); identity construction (e.g., Zhao, Grasmuck, & Martin, 2008; Back et al., 2010); psychological and emotional well- being (e.g., Valkenburg, Peter, & Schouton, 2006; Sigman, 2009; Kalpidou, Costin, & Mor- ris, 2011); personalϪprofessional boundaries (e.g., Devi, 2011; MacDonald, Sohn, & Ellis, 2010); learning (e.g., English & Duncan- Howell, 2008; Kabilan, Ahman, & Abidin, 2010); and privacy (Gross & Acquisti, 2005; Hartzog, 2009). While some of these issues have polarized opinion, the complex nature of Facebook interactions has been recognized (e.g., Kujath, 2010; Sheldon et al., 2011) and needs to be reflected in study of this medium. Indeed, global-level discourse on the role played by such SNSs as Facebook in catalyzing revolutionary social change only supports this Beth Anderson, Department of Psychology, Goldsmiths, University of London, London, UK; Patrick Fagan, Univer- sity College London, London, UK; and Tom Woodnutt, Independent Social Media Consultant; Tomas Chamorro- Premuzic, Department of Psychology, Goldsmiths, Univer- sity of London, and NYU-in London, UK. Correspondence concerning this article should be ad- dressed to Dr. Tomas Chamorro-Premuzic, Goldsmiths, University of London, New Cross, SE14 6NW, London, UK. E-mail: t.chamorro-premuzic@gold.ac.uk Psychology of Popular Media Culture © 2012 American Psychological Association 2012, Vol. 1, No. 1, 23–37 2160-4134/12/$12.00 DOI: 10.1037/a0026452 23
  • 2. need (e.g., Morozov, 2011; Channel 4 News, 2011). Applying learning from the field of differen- tial psychology—the area of psychology con- cerned with the study of how and why indi- viduals differ, and what consequences these differences have (Chamorro-Premuzic, 2011)—is likely to illuminate Facebook re- search. Use of SNSs can be seen as illustrative of a more widespread shift to an increasingly isolated, individually driven mode of interaction than has been featured previously in Western society (Sigman, 2009). It is critically impor- tant, therefore, that we understand the differen- tial psychological processes affecting behavior and behavioral outcomes within this context. Indeed, while there has been some study of personality factors in relation to Facebook, there remains a relative paucity of literature on this important topic (Wilson, Fornasier, & White, 2010). With hundreds of millions of users, one would expect to see individual dif- ferences that explain why and how people use Facebook and what effects that use may have. After providing a brief overview of the some of the challenges of measuring Face- book research, we synthesize what is known about the predictors of Facebook use, behav- ior, and outcomes in order to contextualize some of the main debates surrounding this particular SNS. We also discuss the psycho- logical significance of Facebook in terms of how it mediates individuals’ relationships with brands and their communications. Fi- nally, we identify priority areas for future study, including making methodological sug- gestions for future research inquiry. How Has Facebook Activity Been Measured? Before presenting our findings in detail, it is worth raising some notable methodological problems emerging from this review. First, while some standardized scales have been de- veloped for research in this area (e.g., ‘The Facebook Intensity Scale’, Ellison et al., 2007), they are not consistently applied. Related to this, readers should note that the majority of studies reviewed have used scales to measure other dimensions of behavior or psychology that have not been developed or normed specif- ically for use with SNS populations and/or the- ory that predates the “digital age.” Second, levels of engagement in SNS activity are described in different ways. “Facebook use” has been measured variously using categorical, interval, or ratio scales with different degrees of sensitivity. Respondents may be asked, for ex- ample, to provide details of the average number of minutes they spend online in a typical day, month, or year; or, instead, to identify whether they use the site (or elements of it) “never,” “seldom,” “sometimes,” or “frequently,” with- out clear guidance provided on the frequency of usage that might exemplify each of these cate- gories. In addition, sampling or screening might involve identifying whether potential partici- pants are “regular users” of the site, with no clear definition provided about the level of ac- tivity that this would entail. Not only do these inconsistencies and meth- odological issues make both interpretation and meta-analysis challenging, but they also pose obvious threats to studying reliability and va- lidity (a problem also confounded by the fact that the majority of the studies use self-report survey data). We do not attempt to resolve these problems in this review but we do encourage readers to interpret findings, taking into account these and other methodological considerations. Methodological recommendations for future re- search are discussed in the final section of this review. Antecedents of Facebook Use: Who Uses Facebook? Is Facebook Just for Young People? The published literature on social networking suggests that, given rapidly increasing Internet penetration worldwide, there is little difference between the personality profiles of the online and offline populations (Valkenburg & Peter, 2007), and the same is said to be true for SNSs specifically (Buffardi & Campbell, 2008). Fa- cebook is particularly popular with young peo- ple (Boyd, 2007), especially those in college or university (perhaps reflective of its roots in the student community). Hargittai’s 2008 study found Facebook to be the preferred mode of social networking for many young people. Ex- trapolating from this finding, it may be that the decline in use of email, hitherto the most pop- 24 ANDERSON, FAGAN, WOODNUTT, AND CHAMORRO-PREMUZIC
  • 3. ular mode of electronic communication (Mur- nan, 2002; Judd & Kennedy, 2010) can be ex- plained by increased reliance on SNSs as an alternative way of forging and utilising inter- personal connections. While users of SNSs such as Facebook come from a wide range of age and ethnic groups (Hargittai, 2008), older people can be less adept at navigating the site (Brandtzæg, Luders, & Skjetne, 2010). Is Facebook More Popular Among Very Sociable People? Gangadharbatla (2008) noted that relatively little is known about the antecedents of SNS use, although four prominent predictive factors have been highlighted, namely: “Internet self- efficacy, need for cognition, need to belong, and collective self- esteem” (p. 6). In testing these further, he found support for all factors with the exception of the need for cognition (Cacioppo & Petty, 1982), a personality trait that refers to one’s tendency to be curious and have a “hun- gry mind” (von Stumm, Hell, & Chamorro- Premuzic, 2011). People with a high need for cognition are more likely than their counterparts with a low need for cognition to seek out and relish opportunities to engage in tasks that re- quire cognitive effort (Petty, Brin˜ol, Loersch, & McCaslin, 2009). The fact that the need for cognition did not predict Facebook use perhaps reflects the site’s role as a vehicle for passive as well as active information-seeking (Wise, Alha- bash, & Park, 2010). Passive information- seeking on Facebook might include, for exam- ple, “surveying messages posted to a central location (like a ‘Wall’ or status-update page, studying user profiles, and lurking in discussion forums without participating)” (Wise et al., 2010, p. 556), though it is difficult to draw robust conclusions about the extent to which this correlates to low need for cognition, given that the need for cognition and SNS use is an underresearched area (Gangadharbatla, 2008). Using a theory of planned behavior model (Ajzen, 1991), Pelling and White (2009) found that attitudes about high SNS use significantly predicted SNS use (even once accounting for demographic factors), and that self-identity in- creased the predictive validity of the model. They also found self-identity to correlate di- rectly with SNS use, “suggesting that the more [SNS] use is a salient part of a young adult’s identity, the greater the individual’s use of these Web sites” (p. 758). Unlike Gangadharbatla (2008), Pelling and White (2009) did not find “belongingness” to be a significant factor in SNS take-up, but it did predict addiction to SNS; this is consistent with Wilson et al.’s (2010) study which found a number of person- ality and self-esteem variables predicted addic- tive SNS usage among young people’. More- over, this is in line with a growing body of evidence relating to Internet addiction in gen- eral (Caplan, 2002; Suratt, 2006; Tang & Zhou, 2009) and evidence that use of Facebook and other SNSs can be addictive (Muise, Christofides, & Desmerais, 2009; van Rooij, Schoenmakers, van de Eljnden, & van den Mheen, 2010). Evidence from studies of ge- neric Internet use suggest this may be because of its “ersatz” sociality (Green & Brock, 1998, p. 527), that is, the illusion it creates that the user is engaged in actual social inter- action akin to that encountered in “real life” rather than mere virtual interaction. A recent study of individual difference pre- dictors of Facebook use among young people (Wilson et al., 2010) found that those high in extraversion and those low in conscientiousness (measured using the five factor model of Costa and McCrae, 1992) are more likely to use SNSs. In that same study, Wilson et al. (2010) found no correlation between openness to experience or agreeableness and SNS use, suggesting that such media are no longer seen as a novelty; instead, they may be deemed as “functional” in nature (p. 175), that is, used for work purposes, rather than as a means of socializing. There was also no evident link between SNS use and neu- roticism and self-esteem, attributed to concerns held by socially anxious people about being in the public domain. Extrapolating from this ev- idence, it is unsurprising that we conclude that users of Facebook do not differ in most person- ality traits from nonusers of Facebook. Processes and Operant Behavior: How and Why Do People Use Facebook? What Do Users Get Out of Facebook? Given its massive popularity and the afore- mentioned evidence of some associated decline in use of other media among certain groups, Facebook clearly meets a particular need. To 25FACEBOOK PSYCHOLOGY
  • 4. clarify the nature of that need, we have to un- derstand how (and what) people communicate via this medium, and how that differs from communication via traditional media (e.g., email, telephone, face-to-face interaction). Looking briefly at the evolution of the relation- ship between the individual and mass media in general terms, over time, may be helpful in this respect. Historically, the most frequently identified “uses and gratifications” (Katz, 1959) in regard to mass media have been diversion, personal relationship, personal identity, and information (McQuail, Blumler, & Brown, 1972); people actively engage with media channels for these purposes. More recently, general Internet use has been found to meet both users’ interpersonal needs (Morris & Ogan, 1996) as well as their need to build and maintain relationships in vir- tual communities (Sheldon, 2008; Song, La- Rose, Eastin, & Lin, 2004); that is, maintaining virtual networks has become an end in itself. This may be explained, at least in part, by evidence that suggests users of digital media “respond to computerized devices in the way they do to people” (Williams & Rowlands, 2007, p. 17). Facebook use has been typologized in a num- ber of ways, with considerable overlap between classifications. Both Raacke and Bonds-Raacke (2008) and Park, Kee, and Valenzuela (2009) gathered data on motivation for Facebook use by asking participants to identify, from a given list of items, which ones described their reasons for using the site (Park et al. used a 1–6 Likert scale to assess the extent to which each item motivated site use). Bonds-Raacke and Raacke (2010) identified three core dimensions of use: information, friendship, and communication. These dimensions are consistent with earlier research, which showed that Facebook users sign-up principally to keep up-to-date with old and new friends, and for such purposes as or- ganizing or publicizing social events, studying, and dating (Raacke & Bonds-Raacke, 2008). Park et al. (2009) typologized use in a similar way, with “socializing, entertainment . . . and information” highlighted as three of the “four primary needs for participating in groups within Facebook” (p. 729), in addition to “self-status seeking.” This typology makes sense when in- terpreted in light of evidence suggesting that SNS activity correlates to a user’s sense of identity (Pelling & White, 2009). Informed by Rubin’s (1994) typology of me- dia use and Ramirez, Walther, Burgoon, and Sunnafrank’s (2002) conceptualization of infor- mation-seeking communication behavior, Wise, Alhabash, and Park (2010) suggested that Face- book “serv[es] two primary goals: passive so- cial browsing (i.e., through reading newsfeeds) and extractive social searching (e.g., through reading friends’ profiles)” (p. 560). Passive browsing, they posited, is comparable to Ru- bin’s “ritualized” use, while extractive search- ing is aligned with “instrumental” use in that “it deals with acquiring specific information” (Wise et al., 2010, p. 555). Wise et al. coded various elements of the site using Lampe, Elli- son, and Steinfeld’s (2006) classification for social searching and social browsing. By track- ing and coding participants’ use of the site, they found that a greater proportion of Facebook usage time was spent on passive rather than active engagement but that social searching (i.e., the more active involvement) elicited greater pleasurable responses (determined phys- iologically by measuring stimulation of the ap- petitive and aversive system) than did simply browsing through the site. Why Do Corporations Use Facebook? Facebook made it possible for companies to join three years after the platform’s inception. Take-up was overwhelming, with 100,000 or- ganizations creating profiles in the first 24 hours alone (as cited in Burns, 2010). In turn, Face- book users have embraced the opportunity to engage with brands in this way, communicating brand loyalty or support by becoming “fans” of particular companies, or by clicking an icon to indicate that they “like” a brand. There are in excess of three million brand identities (including those from individuals) on Facebook, supported by over 20 million fans (Walsh, 2009). Companies have clearly recog- nized the importance of social networks for their ongoing marketing activities with more than 2.5 million organizations worldwide now integrating their websites with the Facebook interface (Facebook, 2011b). Accordingly, Fa- cebook is recognized as an important customer relationship management tool for corporations and marketers. Its online platform allows brands 26 ANDERSON, FAGAN, WOODNUTT, AND CHAMORRO-PREMUZIC
  • 5. to develop more open and two-way relation- ships with their customers by facilitating partic- ipation, dialogue, and opt-in brand experiences (Treadaway & Smith, 2009). Offering site users (i.e., existing and potential customers) enter- taining games, exclusive content, and the op- portunity for engaging conversations can con- tribute to strong customer relationships (Zhang, Sung, & Lee, 2010). This way of connecting with the consumer represents a departure from the traditional broadcast-based advertising model, which focuses more on creating brand and product consideration through raised awareness (Meadows-Klue, 2008). Users’ desire to connect with brands on Fa- cebook has been linked to several factors, in- cluding social identity, self-disclosure, brand trust, satisfaction, and attachment and brand consciousness (Burns, 2010). Consumers’ mo- tivation to participate with brands can also be driven by the desire for self-gain, rather than loyalty or appreciation. Commercial social me- dia research has shown that users befriend brands not only to communicate their support and preferences to other users, but also to re- ceive incentives for continued brand loyalty (Cone, 2010). In addition to enabling companies to thrive in the marketplace, Facebook can also help orga- nizations when they are most at risk of losing customers. Evidence suggests that in times of a public relations crisis for corporations, Face- book has become an important management and damage mitigation tool (Wright & Hinson, 2009). An example of this includes Toyota’s recall of the Yaris in 2009. In that car recall, Toyota used its Facebook page to send users to a dedicated microsite with reassuring informa- tion (Wright & Hinson, 2009). Although many corporations have created official, company- controlled Facebook fan pages, it has been sug- gested that they are often underexploiting the opportunity for dialogue and communication (McCorkindale, 2010). An analysis of nonprofit companies, for example, revealed that many simply describe their organization without in- cluding news or providing opportunities for par- ticipation (Waters, Burnett, Lamm, & Lucas, 2009). The emergence of Facebook represents one part of a more general shift in power away from corporations and toward consumers (as high- lighted, for example, by Lafley, 2006), one per- son’s views or described experience can now reach millions of people in a very short period of time and, in turn, strangers are able to rally into communities and online groups with shared agendas. These consumer communities can help brands by harnessing emotional engagement and brand support or endorsement; for example, in the United Kingdom in 2007, Cadbury de- cided to reintroduce the confectionary brand Wispa, after a popular campaign on Facebook. Of course, the converse is also true; an online “mob” culture can be created quickly and easily to challenge a particular brand’s identity, ser- vice, or practices. Companies are realizing the economic bene- fits of formalizing corporate involvement in Fa- cebook: Facebook can provide consumer in- sight at a fraction of the cost of traditional methods (Woodcock, Green, & Starkey, 2011) as well as easy integration of contemporary and traditional research methods. The confectionary brand Skittles, for example, has a Facebook group linked to the brand’s overall advertising strategy, which has enabled members to give their views via Facebook Polling (a service of- fered by the site for providing “quick answers to simple questions”, Poynter, 2008) as well as by clicking links to externally hosted traditional surveys (Poynter, 2008). The sheer volume and depth of data that are collected on individuals makes hypertargeting of advertising on the platform effective and efficient. Facebook has shown a commitment to provide brands with alternative ways to engage their consumers within the platform, including geolocation-based deals, an online credits cur- rency, and even TV broadcasts and video- streaming opportunities. As long as Facebook remains one of the most popular tools for social networking, brands are likely to continue to use the service to engage their customers. Are Facebook Users Really Who They Say They Are? The first step to engagement in any SNS is for the user to set up a profile and, in doing so, create a “live” virtual persona (Boyd & Ellison, 2007). Identity construction, online or offline, is “a public process” (Zhao et al., 2008, p. 1817; White, 2000; Goffman, 1959). Virtual media settings, however, may initially seem to offer more scope for control or variation of identity 27FACEBOOK PSYCHOLOGY
  • 6. than in the real world; they seem to provide an environment in which identity is malleable and the reality or fantasy boundary can be blurred easily (Turkle, 1995). Facebook, however, is a “nonymous” environment (Zhao et al., 2008). This means that users have some control over how they are presented, but not total control, because the activities in which they are involved online, and the people with whom they connect, also provide identity cues—and identity valida- tion or refutation—to other users. In this way, there are implicit as well as explicit identity cues, pertaining to communities of users rather than to the individual in isolation (Zhao et al., 2008). Accordingly, Facebook users are far more likely to present a realistic, if slightly exaggerated, version of their true personalities (supporting “the extended real-life hypothesis”) than to represent an overly idealized virtual identity (Back et al., 2010, p. 372). That is to say, “various dimensions of identity claims ap- pear to be grounded in offline realities” (Gras- muck, Martin, & Zhao, 2009, p. 158). Facebook users can personalize their profile page—which is divided into a number of sec- tions—in several ways, using externally created “applications” (Boyd & Ellison, 2007), and this activity may have a reinforcing impact on self- awareness; for example, Gonzales and Hancock (2011) found that constructing and reflecting on self-identity through Facebook use would lead to greater objective self-awareness effects (Du- val & Wicklund, 1972) than traditional stimulus for objective self-awareness (such as a mirror). Perhaps unsurprisingly, people with narcissistic personality traits tend to check their profile page more frequently than other users, as well as spend more time on the site in general (Mehdi- zadeh, 2010). In line, a study found that narcis- sism effects on Facebook use were mediated by the attractiveness and level of self-promotion evident in the user’s main photo (in conjunction with social interaction online, Buffardi & Campbell, 2008), while another study found that narcissism levels predicted the amount of self-promotional content in a number of core profile areas (Mehdizadeh, 2010). Privacy and Disclosure on Facebook: Who Tells What to Whom? Although Facebook users take privacy seri- ously, information disclosure is manifest very differently in this virtual environment compared to the offline arena (Christofides, Muise, & Des- marais, 2009). Parks and Floyd (1996) high- lighted the view that the mediated nature of Internet communication and (mis)perceived an- onymity catalyzes freedom of expression such that people feel far more liberated online than they do in the real world. Specifically, Facebook elicits higher levels of general information- sharing (Brandtzæg et al., 2010) than the “real” (physical) world, as well as greater information disclosures, that is, more communication of per- sonal or sensitive information (Christofides et al., 2009). To some extent, this is even an ex- pectation: “content sharing” has been dubbed one of the “most important criteria for the suc- cess of social network sites” (Brandtzæg et al., 2010, p. 1006) and the increased acceptability of the reduced privacy associated with this was recognized explicitly by Facebook’s founder as reflecting a shift in “social norms” (as cited in Johnson, 2010). Although there is evidence that people are becoming increasingly aware of the potential risks posed by indiscriminate information- sharing online (Bonds-Raacke & Raacke, 2010)—and that women, in particular, are more concerned with Facebook privacy than men (Fogel & Nehmad, 2009; Bonds-Raacke & Raacke, 2010)—users have hitherto been rela- tively unconcerned (Hew, 2011) or unaware (Brandtzæg et al., 2010) of such issues. An overall increase in the number of people search- ing Google with the term “delete Facebook” (Google, 2011) and such campaigns as “Quit Facebook Day” (Milan & Dee, 2010) provide some evidence to suggest changing attitudes in this respect. Christofides et al. (2009) found that disclo- sure of information was predicted by users’ need for popularity, and that information con- trol was predicted by high self-esteem and/or low trust in others. They demonstrated, there- fore, that disclosure and control are “different processes affected by different aspects of per- sonality” (p. 343). Taken together with the find- ings of Ellison et al. (2007), this suggests that people with low self-esteem may see informa- tion-sharing as a lever for gaining acceptance and are less choosy about those from whom they seek this affirmation, whereas “those with higher self-esteem are only concerned about 28 ANDERSON, FAGAN, WOODNUTT, AND CHAMORRO-PREMUZIC
  • 7. popularity within their chosen circle” (Christofides et al., 2009, p. 343). Does Facebook Make the (Socially) Rich Even Richer? There has been considerable debate (for re- view, see Parks & Floyd, 1996) about whether computer-mediated communication erodes inti- macy—that is, as a result of the fundamental human need for face-to-face interaction and physical stimuli which is lacking in Internet- based relationships (Ben-Ze’ev, 2005; Alapack, Blitchfeldt, & Elden, 2005)—or strengthens it, by enabling people to build “social capital” (Bourdieu, 1986), engaging with others with whom they are unable to maintain bonds other- wise (Ellison et al., 2007; Mathwick, Wiertz, & De Ruyter, 2008). So, is Facebook more popu- lar among those with many or few real-world friends? There is strong support for the view that use of online SNSs complements rather than re- places or is inferior to offline communication (e.g., Kujath, 2011; Ellison et al., 2007) despite evidence from studies of more general Internet use to the contrary (e.g., Kraut et al., 1998; Parks & Roberts, 1998). The literature suggests that computer-mediated communication is used primarily to strengthen existing relationships and only secondarily to forge new ones (for review, see Bargh & McKenna, 2004). Accord- ingly, Facebook is most often used as a way of building, rekindling, and/or maintaining rela- tionships involving those with whom users share “some common offline element” (Boyd & Ellison, 2007). It has also been deemed partic- ularly useful, for example, for maintaining re- lationships over long distances (Lee & Boyer, 2007). Sheldon et al. (2011) found evidence to sup- port a “two-process interpretation” of Facebook usage: people engage in Facebook to avoid feel- ings of disconnection (i.e., relatedness-need dis- satisfaction)—and Facebook use works to achieve this—and they also gain feelings of connection (i.e., relatedness-need satisfaction) by using the site. Sheldon et al. found these processes to work independently, such that while “disconnection drives Facebook use and connection rewards it” (2011, p. 766), using the site more can increase connection without de- creasing disconnection. They conclude that the site can, in this way, serve as a distraction from real-world problems but will not remedy them. Early research found support for the poor- get-richer hypothesis, in respect to the relation- ship between Facebook usage and self-esteem (Ellison et al., 2007). This was contextualized within a body of knowledge that suggested In- ternet users who avoid face-to-face interaction, or who find it less rewarding, found the Internet a more favorable—and a lower-risk—vehicle for developing interpersonal relationships (e.g., Papacharissi & Rubin, 2000; Ward & Tracey, 2004). There is growing evidence, however, to support the rich-get-richer hypothesis (Kraut et al., 2002; Sheldon, 2008) in virtual social inter- actions. Those with lower self-esteem and higher social anxiety in real life may spend more time on Facebook, perhaps seeking con- nection or distraction, but are, in fact, more likely to have fewer friends than those who thrive interpersonally in the real world (Mehdi- zadeh, 2010; Sheldon, 2008). These findings are consistent with those from comparable studies of other online arena: for example, people low in dating anxiety and high in sensation-seeking are more likely to engage in online dating (Valkenburg & Peter, 2007), an activity that has also been shown to correlate with the “recre- ation hypothesis” but not the “compensation hypothesis” (Peter & Valkenburg, 2007, p. 455). This suggests, again, that online network- ing is seen as an addition to real-world interac- tions rather than as something that compensates for offline inadequacy of some type. Outcomes: Why Make Friends on Facebook? What Purposes Do Facebook Friends Serve? Because users of Facebook are motivated by a desire to manage new and existing relation- ships, it is important to consider the impact of making (or being) a Facebook friend. Before doing so, however, we need first to delineate briefly how people make sense of the profiles they view on Facebook. Interpersonal interac- tion is informed not only by how a person presents him- or herself (Goffman, 1959), but also by the ability of perceivers to accurately infer characteristics from that self-presentation (Funder, 1995). We know that, in the real world, 29FACEBOOK PSYCHOLOGY
  • 8. people can accurately infer both personality at- tributes and situational outcomes from only minimal, “thin slices” of information (e.g., Am- bady & Rosenthal, 1992; Gottman & Levenson, 2002; Gosling, 2008; Graham, Sandy, & Gos- ling, 2011), and the empirical evidence suggests this also applies to Facebook (e.g., Back, Schmukle, & Egloff, 2008; Stecher & Counts, 2008). Indeed, packaging information in a way that facilitates rapid access to, and digestion of, information has never been more important. Studies of information needs and provision have identified “zero tolerance for delay” among Internet users—that is, an expectation that they will be able to access the data they want, instantaneously—a demand that is both driven and reinforced by the capabilities of new media (Williams & Rowlands, 2007, p. 17). Facebook is part of this movement and its plat- forms enable members, theoretically, to use the relatively small amounts of information con- tained within a profile to make rapid and rea- sonably accurate assessments of large numbers of potential friends. Evidence from the real world suggests that, in any large network of friends, only a small pro- portion will be close friends (Hill & Dunbar, 2003), perhaps explained in part by the theory that we have only limited cognitive capacity to maintain social relationships (Dunbar, 1993). While the same may be true for Facebook, unlike the offline context, Facebook users can develop much bigger networks (Acar, 2008). In sociological and psychological theory, an “in- terpersonal tie” describes the link between in- dividuals through which information can be channeled. In general terms, ties can be said to be “strong” or “weak” depending on the “amount of time [invested], the emotional in- tensity, the intimacy (mutual confiding), and the reciprocal services which characterize the tie” (Granovetter, 1973, p. 1361). Applying this to Facebook, we see that the friends made online are people with whom users can create and maintain both weak and strong interpersonal ties. This means that they can forge and sustain information-facilitating connections with exist- ing, close friends as well as with less well- known (or unknown) acquaintances (Donath & Boyd, 2004; Ellison et al., 2007). Both weak and strong ties provide benefits in terms of increasing social capital (Williams, 2006; Elli- son et al., 2007), that is, increasing the individ- ual and group utility resulting from use of per- sonal networks or relationships. Exploring in- terpersonal relationships in general, Putnam (2000) identified two types of social capital: “bridging” (resulting from intergroup networks being developed) and “bonding” (resulting from intragroup network strengthening). Weak ties, eliciting bridging social capital (Putnam, 2000; Ellison et al., 2007), can provide information or employment-related benefits, but are less useful for emotional support (Granovetter, 1973). It has been suggested that Facebook is par- ticularly useful for developing bridging capital because it encourages users to “convert latent to weak ties” (Ellison, Steinfield, & Lampe, 2011) and to manage weak ties in a time-efficient way (Vitak, Ellison, & Steinfield, 2011). Strong ties, which can also be supported by Facebook, can educe “bonding” social capital, which strength- ens further the connection between people with a close and typically preexisting personal rela- tionship (Ellison et al., 2007; Stefanone, Kwon, & Lackaff, 2011). It may be that those who feel lonely, because they lack close ties in the real world, could benefit from the ready-made sup- port network provided by the Facebook pool (after Bargh & McKenna, 2004), but the extent to which people ask for, and provide, support of this type to others may relate to self-esteem, given that people high in self-esteem are less like to accept “friend requests” from users they do not already know (Acar, 2008). How Do People Perceive Facebook “Friends”? Predictably perhaps, network size predicts time spent using the site, although women spend more time online than men overall, irre- spective of network size (Acar, 2008). As one would expect, and in line with the “rich get richer” theory, extraversion is positively corre- lated to network size (Acar, 2008) and, accord- ingly, those with moderately high numbers of friends are perceived by others to be signifi- cantly more extraverted than those with few friends Tom Tong, Van Der Heide, & Langwell, 2008. This relationship is not straightforward, however, given that ratings of extraversion de- creased with very high numbers of friends, sug- gesting friends have been acquired “not . . . as a result of extraversion, but rather by some other characteristic” Tom Tong et al., 2008, p. 542. 30 ANDERSON, FAGAN, WOODNUTT, AND CHAMORRO-PREMUZIC
  • 9. While a network comprises a number of Fa- cebook friends, this term appears to be inter- preted slightly different online than offline Tom Tong et al., 2008. Specifically, there may be a perception that friendships are less credible or valid if they are too great in number: Tom Tong et al., (2008) found a curvilinear relationship between the number of friends and rated social attractiveness (but not physical attractiveness) such that a user was deemed more popular as number of friends increased up until the opti- mum number (302 friends, which was also the average number per user), after which rated social popularity decreased. In addition, users also judge others’ attractiveness based on the friends in their network. In this respect, profile owners are viewed more favorably if their friends are physically attractive and, for women profile owners, if their friends do not post mes- sages that could implicate the profile owner in behavior likely to be viewed in a negative (Walther, Van Der Heide, Kim, & Westerman, 2008); men whose friends post messages imply- ing negative moral behavior, however, are viewed as being more attractive. There is also evidence of a counter-Facebook movement, driven perhaps in part by concerns that the site promotes a superficial kind of friendship. Some commercial brands have ex- ploited this sentiment: a Burger King marketing campaign, for example, involved the creation a Facebook application—“Whopper Sacrifice”— offering a free burger in return for deletion of 10 friends (Walsh, 2009). Only 10 days after its launch, Facebook disabled the application on the grounds that it breached its privacy regula- tions, although nearly a quarter of a million people had already been de-friended during this time. This illustrates how virtual media has not only transformed the nature of friendship, but also arguably devalued it (to the cost of 37 cents per person precisely, Wortham, 2009). What Are the Downsides of Building Facebook Relationships? The public nature of a person’s Facebook profile means that users’ social lives are partic- ularly open to scrutiny from others (Muise et al., 2009; Boyd & Ellison, 2007). While positive feedback given via SNS can boost self-esteem, for negative comments the opposite can be true (Valkenburg et al., 2006). Similarly, while some users benefit from feeling more socially included because they participate in SNS com- munities, particularly when they feel isolated from others in the real world (Sheldon, 2008), when online engagement is a form of avoidant coping, users may be less likely to face real- world problems (Kim et al., 2009; Green & Brock, 1998). Facebook also has the potential to create real- world problems that did not previously exist. On examining the role played by Facebook in romantic relationships, for example, Muise et al. (2009) found that site use can lead to in- creased jealousy and/or obsessive behavior, as a result of the opportunities it provides users to “access . . . information about their partner that would not otherwise be accessible” (p. 443). This, in turn, positively reinforces ongoing “surveillance behavior” (p. 444). Muise et al. (2009) found that participants were able to re- flect objectively on this vicious cycle, but often were unable to break it, citing its addictive nature. Indeed, an overreliance on Facebook more generally may mean that cessation of use can have a negative impact: Sheldon and Hinsch (as cited in Sheldon et al., 2011) found that reduction in use correlated with “reduced ag- gression, procrastination, and negative affect, and with increased life-satisfaction, but it was also associated with reduced positive affect” (Sheldon et al., 2011, p. 773). Next Steps: What Next for Facebook Research? Given the rapid advancements in technology and the ever-increasing demand among con- sumers for more and better ways to connect, communicate, and conduct business, there is considerable scope for ongoing research into the psychology of Facebook use. While this review has summarized some of the main findings with respect of the antecedents, behaviors, and ef- fects relating to Facebook use, there are still gaps in the research to date that may be worth studying in more detail. First, although researchers have expended considerable effort in understanding how peo- ple use the site’s core features—specifically, how they create and perceive profile content and befriend other users or brands—there is still only a relatively limited amount known about the personality correlates of these and other, 31FACEBOOK PSYCHOLOGY
  • 10. more specific Facebook-related activities, for example, participation in virtual events, dating, engagement in research or marketing activities, use of “walls,” and so forth. Second, it might also be advantageous to understand more about how Facebook encour- ages different types of communication. What are the individual-level predictors that deter- mine the extent to which users are likely to take advantage of different features and cues for communication? While there is already a grow- ing body of literature on the differential strength of network ties, there could usefully be more study to discern relative perception of such ties and their impact, and the relationship between these and individual users’ psychological char- acteristics. Related to this, it would be worth exploring expectations of other users within dif- ferent Facebook contexts, to understand, for example, whether personality predictors play a different role if the user is viewing another person’s profile to appraise that person as a possible romantic partner or simply as someone with whom there is some apparent commonal- ity. Given the previous research bias toward student populations, it may also be useful to study the perceptions and use of Facebook among other groups. Third, much study has focused on— or assumed—a psychologically “healthy” popula- tion. Because the profile of SNS users increas- ingly reflects the profile of the offline commu- nity, it may be worthwhile researching in more detail the impact of both nonclinical “dark” personality traits and clinically significant psy- chological conditions on Facebook usage and impact. There is also scope to explore in more detail the potentially negative impact of Face- book use. This review has identified some of the emerging evidence in this respect, but it appears to be patchy; future work could address this issue more systematically, perhaps with a mul- tilevel model that identifies risks associated with Facebook use in the short, medium, and longer term, at the individual, corporate, and societal level. Addressing the darker side of Facebook might also involve exploring further its role in relation to relevant group phenomena such as peer pressure and cyber-bullying. Building on evidence from research (and popular culture discourse) that identifies a group of Facebook users who want to reduce their usage of the site, future studies could also explore the issue of “problematic” Facebook use, specifically: agreeing to a definition of what this means in practice; developing a mea- sure that determines when use becomes prob- lematic; and studying the antecedents, behavior, and outcomes associated with problematic use. Fourth, it is important to remember that on- line culture is very fast-paced. There may be value, therefore, in studying the perception of Facebook friendship longitudinally, to track the changing nature of this concept over time. Re- searchers could also build on previous studies by undertaking further mixed-mode work that tests users’ perceptions of others as activities move from the online to the offline arena. Some comparable work has been conducted in rela- tion to Internet dating, which may provide some lessons. Finally, there is considerable scope to ex- plore some of the methodological issues pre- sented in this review. There may be benefit, for example, in researchers working to con- solidate the current plethora of measures in use, into one or more standardized invento- ries, applicable to a range of SNSs. The aim of this would be not only to save researchers from reinventing the wheel, but also to re- spond to the fact that SNSs have expanded their services and available content consider- ably since early scales were developed. In terms of improving the accuracy and rele- vance of measurement, it might also be useful to develop new population norms specific to different groups of Facebook users. Similarly, where research is reliant on established theory that predates new media (and its associated modes of communication), it could be worth- while investing time in revalidating theory with specific reference to the digital context. In general, it will be important to diversify the methodologies in use in Facebook re- search, which, at present, rely very heavily on subjective accounts. Specifically, it is worth exploring options for validating self-report data while also examining the impact of the tension this creates between the nonymous identity (which implies nonconfidentiality) and providing research data that accurately reflects participants’ thoughts and behavior. Tracking software that captures data on web- site usage and behavior is already available, and while this may provide a useful addition to Facebook research, the ethical issues relat- 32 ANDERSON, FAGAN, WOODNUTT, AND CHAMORRO-PREMUZIC
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  • 15. Zhang, J., Sung, Y., & Lee, W.-N. (2010). To play or not to play: An exploratory content analysis of branded entertainment in Facebook. American Journal of Business, 25(1), 53–64. Zhao, S., Grasmuck, S., & Martin, J. (2008). Identity construction on Facebook: Digital empowerment in anchored relationships. Computers in Human Behavior, 24, 1816–1813. Received May 31, 2011 Revision received September 26, 2011 Accepted September 26, 2011 Ⅲ Members of Underrepresented Groups: Reviewers for Journal Manuscripts Wanted If you are interested in reviewing manuscripts for APA journals, the APA Publications and Communications Board would like to invite your participation. Manuscript reviewers are vital to the publications process. As a reviewer, you would gain valuable experience in publishing. The P&C Board is particularly interested in encouraging members of underrepresented groups to participate more in this process. If you are interested in reviewing manuscripts, please write APA Journals at Reviewers@apa.org. Please note the following important points: • To be selected as a reviewer, you must have published articles in peer-reviewed journals. The experience of publishing provides a reviewer with the basis for preparing a thorough, objective review. • To be selected, it is critical to be a regular reader of the five to six empirical journals that are most central to the area or journal for which you would like to review. Current knowledge of recently published research provides a reviewer with the knowledge base to evaluate a new submission within the context of existing research. • To select the appropriate reviewers for each manuscript, the editor needs detailed information. Please include with your letter your vita. In the letter, please identify which APA journal(s) you are interested in, and describe your area of expertise. Be as specific as possible. For example, “social psychology” is not sufficient—you would need to specify “social cognition” or “attitude change” as well. • Reviewing a manuscript takes time (1–4 hours per manuscript reviewed). If you are selected to review a manuscript, be prepared to invest the necessary time to evaluate the manuscript thoroughly. 37FACEBOOK PSYCHOLOGY