Abstract
Abstract. This paper presents Multiple Speed Assessments as an umbrella term to encompass a variety of approaches that include multiple (e.g., 20), short (e.g., 3 min), and often integrated interpersonal simulations to elicit overt behavior in a standardized way across participants. Multiple Speed Assessments can be used to get insight into the behavioral repertoire of a target person in situations sampled from a predefined target domain and their intraindividual variability across these situations. This paper outlines the characteristics and theoretical basis of Multiple Speed Assessments. We also discuss various already existing examples of Multiple Speed Assessments (Objective Structured Clinical Examinations, Multiple Mini-Interviews, and constructed response multimedia tests) and provide an overview of design variations. Finally, we present current research evidence and future research directions related to Multiple Speed Assessments. Although we present Multiple Speed Assessments in the context of personnel selection, it can also be used for assessment in the educational, personality, or clinical psychology field.
References
2000). Toward a histology of social behavior: Judgmental accuracy from thin slices of the behavioral stream. Advances in Experimental Social Psychology, 32, 201–271. https://doi.org/10.1016/S0065-2601(00)80006-4
(1992). Thin slices of expressive behavior as predictors of interpersonal consequences: A meta-analysis. Psychological Bulletin, 111, 256–274. https://doi.org/10.1037/0033-2909.111.2.256
(2014). Performance adaptation: A theoretical integration and review. Journal of Management, 40, 48–99. https://doi.org/10.1177/0149206313488210
(2016).
(Accuracy of judging personality . In J. A. HallM. Schmid MastT. V. WestEds., The social psychology of perceiving others accurately (pp. 98–124). Cambridge, UK: Cambridge University Press.2009). Predicting actual behavior from the explicit and implicit self-concept of personality. Journal of Personality and Social Psychology, 97, 533–548. https://doi.org/10.1037/a0016229
(2012). Candidate characteristics driving initial impressions during rapport building: Implications for employment interview validity. Journal of Occupational and Organizational Psychology, 85, 330–352. https://doi.org/10.1111/j.2044-8325.2011.02036.x
(2010). Initial evaluations in the interview: Relationships with subsequent interviewer evaluations and employment offers. Journal of Applied Psychology, 95, 1163–1172. https://doi.org/10.1037/a0019918
(2004). Thin slices of behavior as cues of personality and Intelligence. Journal of Personality and Social Psychology, 86, 599–614. https://doi.org/10.1037/0022-3514.86.4.599
(2008). Back to basics of test construction and scoring. Industrial and Organizational Psychology: Perspectives on Science and Practice, 1, 131–133. https://doi.org/10.1111/j.1754-9434.2007.00025.x
(2011). A systematic review of the reliability of objective structured clinical examination scores. Medical Education, 45, 1181–1189. https://doi.org/10.1111/j.1365-2923.2011.04075.x
(2017). Using situational judgment tests and assessment centres in personality psychology: Three suggestions. European Journal of Personality, 31, 442–443.
(2016, October). Assessment centers for large populations. Presented at the International Congress on Assessment Center Methods, Bali, Indonesia.
(2012). Development and pilot testing of a multiple mini-interview for admission to a pharmacy degree program. American Journal of Pharmaceutical Education, 76, 10. https://doi.org/10.5688/ajpe76110
(2007). A thin slice perspective on the accuracy of first impressions. Journal of Research in Personality, 41, 1054–1072. https://doi.org/10.1016/j.jrp.2007.01.004
(2008). Staffing twenty‐first‐century organizations. The Academy of Management Annals, 2, 133–165. https://doi.org/10.1080/19416520802211461
(2009). To the point: Reviews in medical education – the Objective Structured Clinical Examination. American Journal of Obstetrics and Gynecology, 200, 25–34. https://doi.org/10.1016/j.ajog.2008.09.878
(2001). Gender differences in personality traits across cultures: Robust and surprising findings. Journal of Personality and Social Psychology, 81, 322–331. https://doi.org/10.1037/0022-3514.81.2.322
(2015). Video-based testing: A high-fidelity job simulation that demonstrates reliability, validity, and utility. International Journal of Selection and Assessment, 23, 197–209. https://doi.org/10.1111/ijsa.12108
(2013). Alternative predictors for dealing with the diversity–validity dilemma in personnel selection: The constructed response multimedia test. International Journal of Selection and Assessment, 21, 239–250. https://doi.org/10.1111/ijsa.12034
(2012). Learning agility: In search of conceptual clarity and theoretical grounding. Industrial and Organizational Psychology: Perspectives on Science and Practice, 5, 258–279. https://doi.org/10.1111/j.1754-9434.2012.01444.x
(2013). Accurate by way of aggregation. Journal of Experimental Social Psychology, 49, 277–279. https://doi.org/10.1016/j.jesp.2012.11.005
(1979). The stability of behavior: I. On predicting most of the people much of the time. Journal of Personality and Social Psychology, 37, 1097–1126. https://doi.org/10.1037/0022-3514.37.7.1097
(2004). An admissions OSCE: The multiple mini-interview. Medical Education, 38, 314–326. https://doi.org/10.1046/j.1365-2923.2004.01776.x
(1994). Gender differences in personality: A meta-analysis. Psychological Bulletin, 116, 429–456. https://doi.org/10.1037/0033-2909.116.3.429
(2015). Serious games for talent selection and development. The Industrial-Organizational Psychologist, 52, 117–125.
(2009). The implications of Big Five standing for the distribution of trait manifestation in behavior: Fifteen experience-sampling studies and a meta-analysis. Journal of Personality and Social Psychology, 97, 1097–1114. https://doi.org/10.1037/a0016786
(2015). Whole trait theory. Journal of Research in Personality, 56, 82–92. https://doi.org/10.1016/j.jrp.2014.10.009
(2012). Accurate personality judgment. Current Directions in Psychological Science, 21, 177–182. https://doi.org/10.1177/0963721412445309
(1991). Explorations in behavioral consistency: Properties of persons, situations, and behaviors. Journal of Personality and Social Psychology, 60, 773–794.
(1975). Assessment of clinical competence using objective structured examination. British Medical Journal, 1, 447–451. https://doi.org/10.1136/bmj.1.5955.447
(2015). Accurate judgments of neuroticism at zero acquaintance: A question of relevance. Journal of Personality, 83, 221–228. https://doi.org/10.1111/jopy.12097
(2015). Evaluating the validity of an integrity-based situational judgement test for medical school admissions. BMC Medical Education, 15, 144. https://doi.org/10.1186/s12909-015-0424-0
(2018). A dual-process theory perspective to better understand judgments in assessment centers: The role of initial impressions for dimension ratings and validity. Journal of Applied Psychology. Advance online publication. https://doi.org/10.1037/apl0000333
(2016). Everything that you have ever been told about assessment center ratings is confounded. Journal of Applied Psychology, 101, 976–994. https://doi.org/10.1037/apl0000102
(2017). Nursing students’ perceptions of the Objective Structured Clinical Examination: An integrative review. Clinical Simulation in Nursing, 13, 127–142. https://doi.org/10.1016/j.ecns.2016.11.002
(2015). Individual adaptive performance in organizations: A review. Journal of Organizational Behavior, 36, S53–S71. https://doi.org/10.1002/job.1955
(1983). The 1982 interpersonal circle: A taxonomy for complementarity in human transactions. Psychological Review, 90, 185–214. https://doi.org/10.1037/0033-295X.90.3.185
(2014). Multiple mini-interviews: same concept, different approaches. Medical Education, 48, 1157–1175. https://doi.org/10.1111/medu.12535
(2014). Resolving the assessment center construct validity problem (as we know it). Journal of Applied Psychology, 99, 38–47. https://doi.org/10.1037/a0034147
(2014). Persons, situations, and behaviors: Consistency and variability of different behaviors in four interpersonal situations. Journal of Personality and Social Psychology, 103, 1007–1022. https://doi.org/10.1037/a0030385
(2011). Which are the basic meaning dimensions of observable interpersonal behavior? Personality and Individual Differences, 51, 986–990. https://doi.org/10.1016/j.paid.2011.08.003
(2014). The structured employment interview: Narrative and quantitative review of the research literature. Personnel Psychology, 67, 241–293. https://doi.org/10.1111/peps.12052
(1998). Factors which improve the construct validity of assessment centers: A review. International Journal of Selection and Assessment, 6, 141–152. https://doi.org/10.1111/1468-2389.00085
(2017). Assessing personality–situation interplay in personnel selection: Toward more integration into personality research. European Journal of Personality, 31, 424–440. https://doi.org/10.1002/per.2111
(2015). Understanding the building blocks of selection procedures: Effects of response fidelity on performance and validity. Journal of Management, 41, 1604–1627. https://doi.org/10.1177/0149206312463941
(2018). The predictive power of people’s intraindividual variability across situations: Implementing whole trait theory in assessment. Journal of Applied Psychology, 103, 753–771. https://doi.org/10.1037/apl0000280
(2017). The effects of predictor method factors on selection outcomes: A modular approach to personnel selection procedures. Journal of Applied Psychology, 102, 43–66. https://doi.org/10.1037/apl0000160
(2015). The interplay of elicitation and evaluation of trait-expressive behavior: Evidence in assessment center exercises. Journal of Applied Psychology, 100, 1169–1188. https://doi.org/10.1037/apl0000004
(2009).
(Assessment centers at the crossroads: Toward a reconceptualization of assessment center exercises . In J. J. MartocchioH. LiaoEds., Research in personnel and human resources management (Vol. 28, pp. 99–152). Bingley, UK: JAI Press.2010). A review and synthesis of situational strength in the organizational sciences. Journal of Management, 36, 121–140. https://doi.org/10.1177/0149206309349309
(1995). A cognitive-affective system theory of personality: Reconceptualizing situations, dispositions, dynamics, and invariance in personality structure. Psychological Review, 102, 246–268. https://doi.org/10.1037/0033-295X.102.2.246
(2015). Reliability and validity of nonverbal thin slices in social interactions. Personality and Social Psychology Bulletin, 41, 199–213. https://doi.org/10.1177/0146167214559902
(2016). Interpersonal dynamics in assessment center exercises: Effects of role player portrayed disposition. Journal of Management, 42, 1992–2017. https://doi.org/10.1177/0149206314525207
(2014).
(Conceptualizing and assessing interpersonal adaptability . In D. ChanEd., Individual adaptability to changes at work: New directions in research (pp. 52–72). New York, NY: Taylor & Francis.2010). Webcam testing: Validation of an innovative open-ended multimedia test. European Journal of Work and Organizational Psychology, 19, 532–550. https://doi.org/10.1080/13594320903000005
(2011). A multimedia situational test with a constructed-response format: Its relationship with personality, cognitive ability, job experience, and academic performance. Journal of Personnel Psychology, 10, 78–88. https://doi.org/10.1027/1866-5888/a000035
(2017). CAPTION-ing the situation: A lexically-derived taxonomy of psychological situation characteristics. Journal of Personality and Social Psychology, 112, 642–681. https://doi.org/10.1037/pspp0000111
(2013). Is the OSCE a feasible tool to assess competencies in undergraduate medical education? Medical Teacher, 35, 503–514. https://doi.org/10.3109/0142159X.2013.774330
(2018). Unpacking the dark variance of differential attainment on examinations in overseas graduates. Medical Education, 52, 736–746. https://doi.org/10.1111/medu.13605
(2016). The predictive validity of a situational judgement test and multiple-mini interview for entry into postgraduate training in Australia. BMC Medical Education, 16, 87. https://doi.org/10.1186/s12909-016-0606-4
(2013). The Multiple Mini-Interview (MMI) for student selection in health professions training – a systematic review. Medical Teacher, 35, 1027–1041. https://doi.org/10.3109/0142159X.2013.829912
(2013). Clarifying the contribution of assessee-, dimension-, exercise-, and assessor-related effects to reliable and unreliable variance in assessment center ratings. Journal of Applied Psychology, 98, 114–133. https://doi.org/10.1037/a0030887
(2014). The situational eight DIAMONDS: A taxonomy of major dimensions of situation characteristics. Personality Processes and Individual Differences, 107, 677–718. https://doi.org/10.1037/a0037250
(2016). Evidence regarding the utility of multiple mini-interview (MMI) for selection to undergraduate health programs: A BEME systematic review: BEME Guide No. 37. Medical Teacher, 38, 443–455. https://doi.org/10.3109/0142159X.2016.1158799
(2017). A systematic review of personality trait change through intervention. Psychological Bulletin, 143, 117–141. https://doi.org/10.1037/bul0000088
(2014). The validity of a behavioural multiple-mini-interview within an assessment centre for selection into specialty training. BMC Medical Education, 14, 169. https://doi.org/10.1186/1472-6920-14-169
(2012). Rater training revisited: An updated meta-analytic review of frame-of-reference training. Journal of Occupational and Organizational Psychology, 85, 370–395. https://doi.org/10.1111/j.2044-8325.2011.02045.x
(2016). Social media in employee-selection-related decisions: A research agenda for uncharted territory. Journal of Management, 42, 269–298. https://doi.org/10.1177/0149206313503018
(2007). Objective structured clinical examination (OSCE): Review of literature and implications for nursing education. Nurse Education Today, 27, 481–490. https://doi.org/10.1016/j.nedt.2006.08.009
(1988). Relations between measures of typical and maximum job performance. Journal of Applied Psychology, 73, 482–486.
(1986). Operationalizing the “behavioral consistency” approach: Selection test development based on a content-oriented strategy. Personnel Psychology, 39, 91–108. https://doi.org/10.1111/j.1744-6570.1986.tb00576.x
(2011). The use of role-player prompts in assessment center exercises. International Journal of Selection and Assessment, 19, 190–197. https://doi.org/10.1111/j.1468-2389.2011.00546.x
(2012). Building situational stimuli in assessment center exercises: Do specific exercise instructions and role-player prompts increase the observability of behavior? Human Performance, 25, 255–271. https://doi.org/10.1080/08959285.2012.683907
(2003). A personality trait-based interactionist model of job performance. Journal of Applied Psychology, 88, 500–517. https://doi.org/10.1037/0021-9010.88.3.500
(2013). Internet-based multiple mini-interviews for candidate selection for graduate entry programmes. Medical Education, 47, 801–810. https://doi.org/10.1111/medu.12224
(1990). Assessment of clinical skills with standardized patients: State of the art. Teaching and Learning in Medicine, 2, 58–76. https://doi.org/10.1080/10401339009539432
(2012). Investigating reliabilities of intraindividual variability indicators. Multivariate Behavioral Research, 47, 771–802. https://doi.org/10.1080/00273171.2012.715842
(1968). Signs, samples, and criteria. Journal of Applied Psychology, 52, 372. https://doi.org/10.1037/h0026244
(2017). The influence of first impressions on subsequent ratings within an OSCE station. Advances in Health Sciences Education, 22, 969–983. https://doi.org/10.1007/s10459-016-9736-z
(2008). Exploring the underperformance of male and minority ethnic medical students in first year clinical examinations. Advances in Health Sciences Education, 13, 607–616. https://doi.org/10.1007/s10459-007-9067-1
(1989). Leadership in organizations (2nd ed.). Englewood Cliffs, NJ: Prentice Hall.
(2014). B5PS. Big Five Inventory of personality in occupational situations. Mödling, Austria: Schuhfried GmbH.
(