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Predictive Interviewing
    Ben Dattner, Ph.D.
Employment Interviews




                                 • The importance of interviews
                                 • Benefits of interviews
                                 • Problems with interviews
                                 • Why interviews are poor predictors
                                 • How to make interviews better
                                 • Selection and training of interviewers
                                 • Conclusion




                                                                            2
© 2010 Dattner Consulting, LLC
 The importance of interviews
        The importance of interviews                                    • Benefits of interviews
                                                                        • Problems with interviews
                                                                        • Why interviews are poor predictors
                                                                        • How to make interviews better
                                                                        • Selection and training of interviewers
                                                                        • Conclusion




                            • Interviews are the most common personnel
                              selection tool
                            • Interviews are the single biggest determinant of
                              personnel selection decisions




                                                                                                                   3
© 2010 Dattner Consulting, LLC
• The importance of interviews
        Benefits of interviews                                       Benefits of interviews
                                                                    • Problems with interviews
                                                                    • Why interviews are poor predictors
                                                                    • How to make interviews better
                                                                    • Selection and training of interviewers
                                                                    • Conclusion




      • Create an interactive forum for the assessment of interpersonal
        skills, job-relevant knowledge, motivation and potential fit
      • Allow the interviewer to:
                 Sell the organization to qualified candidates
                 Give a realistic and detailed description of the position to
                 candidates
      • Provide the organization with a chance to make a favorable
        impression even on applicants who are not given offers or who do
        not join the organization



                                                                                                               4
© 2010 Dattner Consulting, LLC
• The importance of interviews
        Problems with interviews                                        • Benefits of interviews
                                                                         Problems with interviews
                                                                        • Why interviews are poor predictors
                                                                        • How to make interviews better
                                                                        • Selection and training of interviewers
                                                                        • Conclusion




                                 • Poor reliability/consensus between
                                   different interviewers
                                 • Poor validity/prediction of job
                                   performance




                                                                                                                   5
© 2010 Dattner Consulting, LLC
• The importance of interviews

        Problems with interviews                            • Benefits of interviews
                                                             Problems with interviews
                                                            • Why interviews are poor predictors
                                                            • How to make interviews better
                                                            • Selection and training of interviewers
                                                            • Conclusion




      Poor reliability/consensus between interviewers:


      Different interviewers:
      • Have their own styles and approaches
      • Treat candidates differently and inconsistently
      • Vary in how many criteria they assess
      • Vary in which criteria they assess
      • Vary in the standards they use to assess and weight criteria


                                                                                                       6
© 2010 Dattner Consulting, LLC
• The importance of interviews

        Problems with interviews                           • Benefits of interviews
                                                            Problems with interviews
                                                           • Why interviews are poor predictors
                                                           • How to make interviews better
                                                           • Selection and training of interviewers
                                                           • Conclusion




      Poor validity/prediction of job performance:


      • Interviews are not very good predictors of job performance
            Average validity:
                 20% for unstructured interviews
                 50% for structured interviews




                                                                                                      7
© 2010 Dattner Consulting, LLC
• The importance of interviews
        Why interviews are poor predictors                      • Benefits of interviews
                                                                • Problems with interviews
                                                                 Why interviews are poor predictors
                                                                • How to make interviews better
                                                                • Selection and training of interviewers
                                                                • Conclusion




                     • Intrinsic limitations of the interview
                     • Interviewer biases
                     • Interviewer errors




                                                                                                           8
© 2010 Dattner Consulting, LLC
• The importance of interviews

        Why interviews are poor predictors                   • Benefits of interviews
                                                             • Problems with interviews
                                                              Why interviews are poor predictors
                                                             • How to make interviews better
                                                             • Selection and training of interviewers
                                                             • Conclusion




      Intrinsic limitations of the interview:


      • Interviews are situation-specific samples that often do not
        generalize to job performance
      • There is a higher degree of subjectivity in interviews than in
        other selection tools
      • The two main purposes of the interview- assessment and
        recruitment- often interfere with one another




                                                                                                        9
© 2010 Dattner Consulting, LLC
• The importance of interviews

        Why interviews are poor predictors                  • Benefits of interviews
                                                            • Problems with interviews
                                                             Why interviews are poor predictors
                                                            • How to make interviews better
                                                            • Selection and training of interviewers
                                                            • Conclusion


      Interviewer biases:


      • Leniency - rating all candidates favorably
      • Stringency - rating all candidates unfavorably
      • Central tendency - not differentiating between candidates
      • Contrast effect - evaluating candidates in comparison to others
      • Halo effect - one good or bad attribute determines the entire evaluation




                                                                                                   10
© 2010 Dattner Consulting, LLC
• The importance of interviews

        Why interviews are poor predictors                   • Benefits of interviews
                                                             • Problems with interviews
                                                              Why interviews are poor predictors
                                                             • How to make interviews better
                                                             • Selection and training of interviewers
                                                             • Conclusion



      Interviewer biases (continued):


      • Physical attractiveness of candidate
      • Perceived similarity with candidate
      • Stereotypes on the basis of gender, age, national origin, ethnicity,
        education, work experience, etc.
      • Incorrect assumptions about non-verbal behavior




                                                                                                    11
© 2010 Dattner Consulting, LLC
• The importance of interviews

        Why interviews are poor predictors                  • Benefits of interviews
                                                            • Problems with interviews
                                                             Why interviews are poor predictors
                                                            • How to make interviews better
                                                            • Selection and training of interviewers
                                                            • Conclusion

      Interviewer errors:


      • Making judgments too quickly
      • Gathering insufficient information by not asking tough
        or probing questions when necessary
      • Over-weighting negative information
      • Spending interviews confirming first impressions




                                                                                                   12
© 2010 Dattner Consulting, LLC
• The importance of interviews

        How to make interviews better                        • Benefits of interviews
                                                             • Problems with interviews
                                                             • Why interviews are poor predictors
                                                              How to make interviews better
                                                             • Selection and training of interviewers
                                                             • Conclusion




                                 Preparation
                                 Structure
                                 Timing and logistics
                                 Conduct of the interview
                                 Questions
                                 Ratings and rating scales
                                 Additional considerations



                                                                                                    13
© 2010 Dattner Consulting, LLC
• The importance of interviews

        How to make interviews better                         • Benefits of interviews
                                                              • Problems with interviews
                                                              • Why interviews are poor predictors
                                                               How to make interviews better
                                                              • Selection and training of interviewers
                                                              • Conclusion



      Preparation


      • Clearly define the role that the candidate is being interviewed for
      • Specify the necessary knowledge, skills, abilities, attributes
      • Review the candidate's file and select interviewers in advance
      • Assign different interviewers different roles in advance
      • Consider both assessment and recruiting when choosing interviewers




                                                                                                     14
© 2010 Dattner Consulting, LLC
• The importance of interviews

        How to make interviews better                       • Benefits of interviews
                                                            • Problems with interviews
                                                            • Why interviews are poor predictors
                                                             How to make interviews better
                                                            • Selection and training of interviewers
                                                            • Conclusion

      Structure


      • Ensure that the experience of all candidates is as similar as possible
      • Use the same criteria and rating scale for all candidates
      • Ask only job-relevant behavioral or situational questions
      • Ask more than one question to assess each criterion




                                                                                                   15
© 2010 Dattner Consulting, LLC
• The importance of interviews

        How to make interviews better                         • Benefits of interviews
                                                              • Problems with interviews
                                                              • Why interviews are poor predictors
                                                               How to make interviews better
                                                              • Selection and training of interviewers
                                                              • Conclusion


      Timing and logistics


      • Do not make the interview too long or too short
      • Divide the interview into discrete stages
      • Interview in a quiet location free from distraction and interruptions
      • Use more than one interviewer to enhance objectivity
      • Discourage interviewers from discussing the candidate with one
        another before they have all met with the candidate




                                                                                                     16
© 2010 Dattner Consulting, LLC
• The importance of interviews

        How to make interviews better                         • Benefits of interviews
                                                              • Problems with interviews
                                                              • Why interviews are poor predictors
                                                               How to make interviews better
                                                              • Selection and training of interviewers
                                                              • Conclusion

      Conduct of the interview


      • Set the candidate at ease and establish rapport
      • Make a statement at the beginning of the interview to set expectations
      • Listen carefully and actively - use the 80/20 rule – do not interrupt
      • Take notes throughout the interview or not at all
      • End with a clear statement about next steps




                                                                                                     17
© 2010 Dattner Consulting, LLC
• The importance of interviews

        How to make interviews better                         • Benefits of interviews
                                                              • Problems with interviews
                                                              • Why interviews are poor predictors
                                                               How to make interviews better
                                                              • Selection and training of interviewers
                                                              • Conclusion

      Conduct of the interview (continued):


      Try to balance:
      • Sticking to the protocol versus adapting for the individual candidate
      • Letting the candidate speak freely without letting the conversation drift
      • Being friendly versus probing insufficiently
      • Comprehensiveness versus redundancy
      • Being encouraging but not "shaping" responses




                                                                                                     18
© 2010 Dattner Consulting, LLC
• The importance of interviews

        How to make interviews better                     • Benefits of interviews
                                                          • Problems with interviews
                                                          • Why interviews are poor predictors
                                                           How to make interviews better
                                                          • Selection and training of interviewers
                                                          • Conclusion

      Questions


      • Ask the same questions of all candidates to ensure standardization
      • Follow-up and probing questions can vary when appropriate
      • Ask one question at a time
      • Use open-ended rather than closed ended or leading questions
      • Don't ask questions which encourage candidates to present strengths
        as weaknesses




                                                                                                 19
© 2010 Dattner Consulting, LLC
Legal considerations

          It is illegal to treat candidates differently on the basis of, to ask questions
          about, or to make employment decisions based on:

          Age
          Gender
          Race
          Religion
          Marital, family or residential status
          Place of birth, country of origin or citizenship
          Arrest record
          Disabilities
          Health



                                                                                            20
© 2010 Dattner Consulting, LLC
• The importance of interviews
     How to make interviews better                         • Benefits of interviews
                                                           • Problems with interviews
                                                           • Why interviews are poor predictors
                                                            How to make interviews better
                                                           • Selection and training of interviewers
                                                           • Conclusion

      Ratings and rating scales


      • Rate all candidates on the same criteria using the same scale
      • Use separate rating scales for each criterion
      • Be mindful of biases in making ratings
      • Make ratings as soon as possible after the interview
      • Discuss ratings of candidates with other interviewers as soon as
        possible after interviews




                                                                                                  21
© 2010 Dattner Consulting, LLC
• The importance of interviews
     Selection and training of interviewers                   • Benefits of interviews
                                                              • Problems with interviews
                                                              • Why interviews are poor predictors
                                                              • How to make interviews better
                                                               Selection and training of interviewers
                                                              • Conclusion


      Choose interviewers who are and/or train interviewers to be:


      • Knowledgeable about the role, the team, and the organization
      • Representative of diverse groups in the organization
      • Good at eliciting and evaluating information
      • Reluctant to jump to conclusions
      • Open-minded and able to revise opinions
      • Self-aware and able to account for their own biases
      • Accurate in their predictions of candidate success over time

                                                                                                     22
© 2010 Dattner Consulting, LLC
• The importance of interviews

        Conclusion                                                  • Benefits of interviews
                                                                    • Problems with interviews
                                                                    • Why interviews are poor predictors
                                                                    • How to make interviews better
                                                                    • Selection and training of interviewers
                                                                     Conclusion




                          Employment interviews should be part of an evolving,
                          integrated personnel selection system embedded in an
                          evolving, integrated Human Resource system




                                                                                                           23
© 2010 Dattner Consulting, LLC
Name of candidate: _________________
                                     Sample Interview Rating Form    Position applying for: ________________
                                                                     Date of interview: ___________________



                   Criterion             Rating (1 – 5)   Comments



              1. Technical ability


              2. Leadership skills


              3. Interpersonal skills


              4. Presentation skills


              5. Teamwork


              6. Conflict management


              7. Motivation


              8. Catalyzing change


              9. Cultural fit


              10. Organizational
                  citizenship
                                                                                                          24
© 2010 Dattner Consulting, LLC
http://online.wsj.com/article/SB10001424052748704302304575213962794390050.html




    •   MANAGEMENT
    •   APRIL 29, 2010, 11:31 P.M. ET




Five Must-Ask Interview Questions
By W ILLA PLANK



As the economy picks up, companies are starting to hire more. But managers often only get funds for a few key hires, so
they have to select new employees wisely. That makes conducting a smart interview critical.

Reporter Willa Plank checked in with Ben Dattner, founding principal of organizational consulting and research firm
Dattner Consulting, to get his interview advice.

Here are his five must-ask interview questions:

1. In what ways will this role help you stretch your professional capabilities?

This is a reversal of the common question, "What are some of your greatest weaknesses?" Normally candidates dress up
their weaknesses, or talk about "positive weaknesses" such as a tendency to work too hard. Phrased Dr. Dattner's way,
this question may better prompt the candidate to describe skills she wants to improve and goals she'd like to achieve.
Watch out for candidates who say the prospective job would simply incrementally add to what they already know.

2. What have been your greatest areas of improvement in your career?

This is another question that gets at weaknesses, but in a new way. It also allows interviewees to tell their career histories
and ambitions. A red flag answer: "I've always been a natural. I don't need to make any improvements."

3. What's the toughest feedback you've ever received and how did you learn from it?

This shows a candidate's ability to learn from mistakes. A good answer would involve the candidate recalling specific
feedback and detailing how she learned from it and changed. Sometimes candidates say they can't remember tough
feedback. That can be a red flag. It may indicate the interviewee hasn't worked in a high-risk or creative environment, that
she has never solicited advice, or that her co-workers viewed her as too fragile for feedback.

4. What are people likely to misunderstand about you?

This question reveals social intelligence, or the ability to understand others. A candidate might say he asks a lot of
questions, and that some people have misinterpreted this inquisitiveness as aggression or criticism. If the candidate says
he once found himself in this situation and changed his managerial style, that would indicate he can sense other people's
perceptions and adapt.

5. If you were giving your new staff a "user's manual" to you, to accelerate their "getting to know you" process,
what would you include in it?

This lets the candidate reveal her work style. A straight answer should indicate the interviewee is self-aware. For example,
a candidate might reveal that she prefers to hold conversations in person rather than over the phone, that she likes to be
kept in the loop or that she dislikes surprises. Those answers can help a hiring manager determine whether the
candidate's style fits with the office culture. A bad answer, Dr. Dattner says, would be: "Just do your job and there won't
be any problem," or " They'll figure it out soon enough."
Ben Dattner, Ph.D.
1-212-501-8945
ben@dattnerconsulting.com

www.dattnerconsulting.com

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Interviews

  • 1. Predictive Interviewing Ben Dattner, Ph.D.
  • 2. Employment Interviews • The importance of interviews • Benefits of interviews • Problems with interviews • Why interviews are poor predictors • How to make interviews better • Selection and training of interviewers • Conclusion 2 © 2010 Dattner Consulting, LLC
  • 3.  The importance of interviews The importance of interviews • Benefits of interviews • Problems with interviews • Why interviews are poor predictors • How to make interviews better • Selection and training of interviewers • Conclusion • Interviews are the most common personnel selection tool • Interviews are the single biggest determinant of personnel selection decisions 3 © 2010 Dattner Consulting, LLC
  • 4. • The importance of interviews Benefits of interviews  Benefits of interviews • Problems with interviews • Why interviews are poor predictors • How to make interviews better • Selection and training of interviewers • Conclusion • Create an interactive forum for the assessment of interpersonal skills, job-relevant knowledge, motivation and potential fit • Allow the interviewer to: Sell the organization to qualified candidates Give a realistic and detailed description of the position to candidates • Provide the organization with a chance to make a favorable impression even on applicants who are not given offers or who do not join the organization 4 © 2010 Dattner Consulting, LLC
  • 5. • The importance of interviews Problems with interviews • Benefits of interviews  Problems with interviews • Why interviews are poor predictors • How to make interviews better • Selection and training of interviewers • Conclusion • Poor reliability/consensus between different interviewers • Poor validity/prediction of job performance 5 © 2010 Dattner Consulting, LLC
  • 6. • The importance of interviews Problems with interviews • Benefits of interviews  Problems with interviews • Why interviews are poor predictors • How to make interviews better • Selection and training of interviewers • Conclusion Poor reliability/consensus between interviewers: Different interviewers: • Have their own styles and approaches • Treat candidates differently and inconsistently • Vary in how many criteria they assess • Vary in which criteria they assess • Vary in the standards they use to assess and weight criteria 6 © 2010 Dattner Consulting, LLC
  • 7. • The importance of interviews Problems with interviews • Benefits of interviews  Problems with interviews • Why interviews are poor predictors • How to make interviews better • Selection and training of interviewers • Conclusion Poor validity/prediction of job performance: • Interviews are not very good predictors of job performance Average validity: 20% for unstructured interviews 50% for structured interviews 7 © 2010 Dattner Consulting, LLC
  • 8. • The importance of interviews Why interviews are poor predictors • Benefits of interviews • Problems with interviews  Why interviews are poor predictors • How to make interviews better • Selection and training of interviewers • Conclusion • Intrinsic limitations of the interview • Interviewer biases • Interviewer errors 8 © 2010 Dattner Consulting, LLC
  • 9. • The importance of interviews Why interviews are poor predictors • Benefits of interviews • Problems with interviews  Why interviews are poor predictors • How to make interviews better • Selection and training of interviewers • Conclusion Intrinsic limitations of the interview: • Interviews are situation-specific samples that often do not generalize to job performance • There is a higher degree of subjectivity in interviews than in other selection tools • The two main purposes of the interview- assessment and recruitment- often interfere with one another 9 © 2010 Dattner Consulting, LLC
  • 10. • The importance of interviews Why interviews are poor predictors • Benefits of interviews • Problems with interviews  Why interviews are poor predictors • How to make interviews better • Selection and training of interviewers • Conclusion Interviewer biases: • Leniency - rating all candidates favorably • Stringency - rating all candidates unfavorably • Central tendency - not differentiating between candidates • Contrast effect - evaluating candidates in comparison to others • Halo effect - one good or bad attribute determines the entire evaluation 10 © 2010 Dattner Consulting, LLC
  • 11. • The importance of interviews Why interviews are poor predictors • Benefits of interviews • Problems with interviews  Why interviews are poor predictors • How to make interviews better • Selection and training of interviewers • Conclusion Interviewer biases (continued): • Physical attractiveness of candidate • Perceived similarity with candidate • Stereotypes on the basis of gender, age, national origin, ethnicity, education, work experience, etc. • Incorrect assumptions about non-verbal behavior 11 © 2010 Dattner Consulting, LLC
  • 12. • The importance of interviews Why interviews are poor predictors • Benefits of interviews • Problems with interviews  Why interviews are poor predictors • How to make interviews better • Selection and training of interviewers • Conclusion Interviewer errors: • Making judgments too quickly • Gathering insufficient information by not asking tough or probing questions when necessary • Over-weighting negative information • Spending interviews confirming first impressions 12 © 2010 Dattner Consulting, LLC
  • 13. • The importance of interviews How to make interviews better • Benefits of interviews • Problems with interviews • Why interviews are poor predictors  How to make interviews better • Selection and training of interviewers • Conclusion Preparation Structure Timing and logistics Conduct of the interview Questions Ratings and rating scales Additional considerations 13 © 2010 Dattner Consulting, LLC
  • 14. • The importance of interviews How to make interviews better • Benefits of interviews • Problems with interviews • Why interviews are poor predictors  How to make interviews better • Selection and training of interviewers • Conclusion Preparation • Clearly define the role that the candidate is being interviewed for • Specify the necessary knowledge, skills, abilities, attributes • Review the candidate's file and select interviewers in advance • Assign different interviewers different roles in advance • Consider both assessment and recruiting when choosing interviewers 14 © 2010 Dattner Consulting, LLC
  • 15. • The importance of interviews How to make interviews better • Benefits of interviews • Problems with interviews • Why interviews are poor predictors  How to make interviews better • Selection and training of interviewers • Conclusion Structure • Ensure that the experience of all candidates is as similar as possible • Use the same criteria and rating scale for all candidates • Ask only job-relevant behavioral or situational questions • Ask more than one question to assess each criterion 15 © 2010 Dattner Consulting, LLC
  • 16. • The importance of interviews How to make interviews better • Benefits of interviews • Problems with interviews • Why interviews are poor predictors  How to make interviews better • Selection and training of interviewers • Conclusion Timing and logistics • Do not make the interview too long or too short • Divide the interview into discrete stages • Interview in a quiet location free from distraction and interruptions • Use more than one interviewer to enhance objectivity • Discourage interviewers from discussing the candidate with one another before they have all met with the candidate 16 © 2010 Dattner Consulting, LLC
  • 17. • The importance of interviews How to make interviews better • Benefits of interviews • Problems with interviews • Why interviews are poor predictors  How to make interviews better • Selection and training of interviewers • Conclusion Conduct of the interview • Set the candidate at ease and establish rapport • Make a statement at the beginning of the interview to set expectations • Listen carefully and actively - use the 80/20 rule – do not interrupt • Take notes throughout the interview or not at all • End with a clear statement about next steps 17 © 2010 Dattner Consulting, LLC
  • 18. • The importance of interviews How to make interviews better • Benefits of interviews • Problems with interviews • Why interviews are poor predictors  How to make interviews better • Selection and training of interviewers • Conclusion Conduct of the interview (continued): Try to balance: • Sticking to the protocol versus adapting for the individual candidate • Letting the candidate speak freely without letting the conversation drift • Being friendly versus probing insufficiently • Comprehensiveness versus redundancy • Being encouraging but not "shaping" responses 18 © 2010 Dattner Consulting, LLC
  • 19. • The importance of interviews How to make interviews better • Benefits of interviews • Problems with interviews • Why interviews are poor predictors  How to make interviews better • Selection and training of interviewers • Conclusion Questions • Ask the same questions of all candidates to ensure standardization • Follow-up and probing questions can vary when appropriate • Ask one question at a time • Use open-ended rather than closed ended or leading questions • Don't ask questions which encourage candidates to present strengths as weaknesses 19 © 2010 Dattner Consulting, LLC
  • 20. Legal considerations It is illegal to treat candidates differently on the basis of, to ask questions about, or to make employment decisions based on: Age Gender Race Religion Marital, family or residential status Place of birth, country of origin or citizenship Arrest record Disabilities Health 20 © 2010 Dattner Consulting, LLC
  • 21. • The importance of interviews How to make interviews better • Benefits of interviews • Problems with interviews • Why interviews are poor predictors  How to make interviews better • Selection and training of interviewers • Conclusion Ratings and rating scales • Rate all candidates on the same criteria using the same scale • Use separate rating scales for each criterion • Be mindful of biases in making ratings • Make ratings as soon as possible after the interview • Discuss ratings of candidates with other interviewers as soon as possible after interviews 21 © 2010 Dattner Consulting, LLC
  • 22. • The importance of interviews Selection and training of interviewers • Benefits of interviews • Problems with interviews • Why interviews are poor predictors • How to make interviews better  Selection and training of interviewers • Conclusion Choose interviewers who are and/or train interviewers to be: • Knowledgeable about the role, the team, and the organization • Representative of diverse groups in the organization • Good at eliciting and evaluating information • Reluctant to jump to conclusions • Open-minded and able to revise opinions • Self-aware and able to account for their own biases • Accurate in their predictions of candidate success over time 22 © 2010 Dattner Consulting, LLC
  • 23. • The importance of interviews Conclusion • Benefits of interviews • Problems with interviews • Why interviews are poor predictors • How to make interviews better • Selection and training of interviewers  Conclusion Employment interviews should be part of an evolving, integrated personnel selection system embedded in an evolving, integrated Human Resource system 23 © 2010 Dattner Consulting, LLC
  • 24. Name of candidate: _________________ Sample Interview Rating Form Position applying for: ________________ Date of interview: ___________________ Criterion Rating (1 – 5) Comments 1. Technical ability 2. Leadership skills 3. Interpersonal skills 4. Presentation skills 5. Teamwork 6. Conflict management 7. Motivation 8. Catalyzing change 9. Cultural fit 10. Organizational citizenship 24 © 2010 Dattner Consulting, LLC
  • 25. http://online.wsj.com/article/SB10001424052748704302304575213962794390050.html • MANAGEMENT • APRIL 29, 2010, 11:31 P.M. ET Five Must-Ask Interview Questions By W ILLA PLANK As the economy picks up, companies are starting to hire more. But managers often only get funds for a few key hires, so they have to select new employees wisely. That makes conducting a smart interview critical. Reporter Willa Plank checked in with Ben Dattner, founding principal of organizational consulting and research firm Dattner Consulting, to get his interview advice. Here are his five must-ask interview questions: 1. In what ways will this role help you stretch your professional capabilities? This is a reversal of the common question, "What are some of your greatest weaknesses?" Normally candidates dress up their weaknesses, or talk about "positive weaknesses" such as a tendency to work too hard. Phrased Dr. Dattner's way, this question may better prompt the candidate to describe skills she wants to improve and goals she'd like to achieve. Watch out for candidates who say the prospective job would simply incrementally add to what they already know. 2. What have been your greatest areas of improvement in your career? This is another question that gets at weaknesses, but in a new way. It also allows interviewees to tell their career histories and ambitions. A red flag answer: "I've always been a natural. I don't need to make any improvements." 3. What's the toughest feedback you've ever received and how did you learn from it? This shows a candidate's ability to learn from mistakes. A good answer would involve the candidate recalling specific feedback and detailing how she learned from it and changed. Sometimes candidates say they can't remember tough feedback. That can be a red flag. It may indicate the interviewee hasn't worked in a high-risk or creative environment, that she has never solicited advice, or that her co-workers viewed her as too fragile for feedback. 4. What are people likely to misunderstand about you? This question reveals social intelligence, or the ability to understand others. A candidate might say he asks a lot of questions, and that some people have misinterpreted this inquisitiveness as aggression or criticism. If the candidate says he once found himself in this situation and changed his managerial style, that would indicate he can sense other people's perceptions and adapt. 5. If you were giving your new staff a "user's manual" to you, to accelerate their "getting to know you" process, what would you include in it? This lets the candidate reveal her work style. A straight answer should indicate the interviewee is self-aware. For example, a candidate might reveal that she prefers to hold conversations in person rather than over the phone, that she likes to be kept in the loop or that she dislikes surprises. Those answers can help a hiring manager determine whether the candidate's style fits with the office culture. A bad answer, Dr. Dattner says, would be: "Just do your job and there won't be any problem," or " They'll figure it out soon enough."