The purpose of this study was to investigate if chronological age sparks negative expectancies thus initiating a self-fulfilling prophecy in technology training interactions.
Data were obtained from undergraduate students (age ≤ 30) paired in 85 trainer–trainee dyads and examined through the actor-partner interdependence model. Trainer and trainee age (younger or older) were manipulated in this laboratory experiment by presenting pre-selected photographs coupled with voice enhancing software.
As compared to younger trainees, ostensibly older trainees evoked negative expectancies when training for a technological task, which ultimately manifested in poorer training interactions and trainer evaluations of trainee performance.
Identifying a connection between chronological age and negative expectancies in technology training advances our theoretical understanding of sources contributing to older trainees’ poorer performance in workforce training programs. This study provides evidence of a negative relationship between trainees’ chronological age and trainers’ expectations for trainee success and subsequent training evaluations. Such knowledge offers initial support for a “train-the-trainer” intervention through educating trainers on the potential dangers of age-based stereotypes, which could help to reduce age-based performance discrepancies.
This is the first study to manipulate age during training thus isolating the influence of age-based stereotypes on training experiences. Given that potential age-related performance decrements in capability and motivation can be eliminated as explanations, this evidence of poorer interactions and outcomes for older workers is critical.
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One trainee and four trainers reported ages of 31 or older. This resulted in five dyads being removed. The manipulation check, which will be discussed in more detail, resulted in the deletion of nine dyads. Therefore, a total of 14 dyads were removed.
The data violated the assumption of normality and we therefore report Welch’s F; however, we note that the parametric analysis revealed the same conclusion.
Age Discrimination in Employment Act of 1967, 29, U.S.C. § 621.
Aguinis, H., & Kraiger, K. (2009). Benefits of training and development for individuals and teams, organizations, and society. Annual Review of Psychology, 60, 451–474. doi:10.1146/annurev.psych.60.110707.163505.
Allen, T., Finkelstein, L., Kanfer, R., Müller, A., Weigl, M., van Vuuren, T., van der Heijden, B., et al. (2012). Understanding and building strength through differences (White paper). University of Trento, Rovereto, Italy: European Association of Work and Organizational Psychology (EAWOP) Small Group Meeting (SGM) on Age Cohorts in the Workplace. Retrieved, from http://www.eawop.org/ckeditor_assets/attachments/134/age_small_group_meeting_white_paper_14_march_2012.pdf?1336095725
Arias, E. (2012). United States Life Tables, 2008. National Vital Statistics Report, 61, pp. 1–63. Retrieved, from http://www.cdc.gov/nchs/data/nvsr/nvsr61/nvsr61_03.pdf
Arning, K., & Ziefle, M. (2007). Understanding age differences in PDA acceptance and performance. Computers in Human Behavior, 23, 2904–2927. doi:10.1016/j.chb.2006.06.005.
Aronson, E., Wilson, T. D., & Akert, R. M. (2010). Social psychology (7th ed.). Upper Saddle River, NJ: Prentice Hall.
Barr, C. L., & Fleck, R. E. (1995). Self-other perception of the intensity of facial expressions of emotion: Do we know what we show? Journal of Personality and Social Psychology, 68, 608–618.
Biesanz, J. C., Neuberg, S. L., Smith, D. M., Asher, T., & Judice, T. N. (2001). When accuracy-motivated perceiver fail: Limited attentional resources and the reemerging self-fulfilling prophecy. Personality and Social Psychology Bulletin, 27, 621–629. doi:10.1177/0146167201275010.
Bond, T., Thompson, C. T., Galinsky, E., & Prottas, D. (2002). The 2002 national study of the changing workforce: Executive summary. New York: Families and Work Institute.
Braithwaite, V. A. (1986). Old age stereotypes: Reconciling contradictions. Journal of Gerontology, 41, 353–360.
Brophy, J. E. (1983). Research on the self-fulfilling prophecy and teacher expectations. Journal of Educational Psychology, 5, 631–661. doi:10.1037/0022-0622.214.171.1241.
Butler, R. (1975). Why survive? Being old in America. New York: Harper and Row.
Carstensten, L. L. (1998). A life-span approach to social motivation. In J. Heckhausen & C. S. Dweck (Eds.), Motivation and self-regulation across the life span (pp. 341–364). New York: Cambridge University Press.
Charness, N., Kelley, C. L., Bosman, E. A., & Mottram, M. (2001). Word-processing training and retraining: Effects of adult age, experience, and interface. Psychology and Aging, 16, 120–127. doi:10.1037//0882-79126.96.36.199.
Colquitt, J. A., LePine, J. A., & Noe, R. N. (2000). Toward an integrative theory of training motivation: A meta-analytic path analysis of 20 years of research. Journal of Applied Psychology, 85, 678–707. doi:10.1037//0021-9010.85.5.678.
Cook, W. L., & Kenny, D. A. (2005). The actor-partner interdependence model: A model of bi directional effects in developmental studies. International Journal of Behavioral Development, 29, 101–109.
Copeland, J. T. (1994). Prophecies of power: Motivational implications of social power for behavioral confirmation. Journal of Personality and Social Psychology, 67, 264–277. doi:10.1037/0022-35188.8.131.524.
Cuddy, A. J., & Fiske, S. T. (2002). Doddering but dear: Process, content, and function in stereotyping of older persons. In T. D. Nelson (Ed.), Ageism: Stereotyping and prejudice against older people (pp. 3–26). Cambridge: MIT Press.
Cuddy, A. J., Norton, M. I., & Fiske, S. T. (2005). This old stereotype: The pervasiveness and persistence of the elderly stereotype. Journal of Social Issues, 61, 267–286. doi:10.1111/j.1540-4560.2005.00405.x.
Czaja, S. J., Charness, N., Fisk, A. D., Hertzog, C., Nair, S. N., Rogers, W. A., & Sharit, J. (2006). Factors predicting the use of technology: Findings from the center for research and education on aging and technology enhancement (CREATE). Psychology and Aging, 21, 333–352. doi:10.1037/0882-79184.108.40.2063.
Darley, J. M., & Fazio, R. H. (1980). Expectancy confirmation processes arising in the social interaction sequence. American Psychologist, 35, 867–881. doi:10.1037/0003-066X.35.10.867.
Fazio, R. H., Jackson, J. R., Dunton, B. C., & Williams, C. J. (1995). Variability in automatic activation as an unobtrusive measure of racial attitudes: A bona fide pipeline? Journal of Personality and Social Psychology, 69, 1013–1027. doi:10.1037/0022-35220.127.116.113.
Finkelstein, L. M., Burke, M. J., & Raju, M. S. (1995). Age discrimination in simulated employment contexts: An integrative analysis. Journal of Applied Psychology, 80, 652–663. doi:10.1037/0021-9010.80.6.652.
Finkelstein, L. M., Ryan, K. M., & King, E. B. (2012). What do the young (old) people think of me? Content and accuracy of age-related meta-stereotypes. European Journal of Work and Organizational Psychology,. doi:10.1080/1359432X.2012.673279.
Fiske, S. T., Cuddy, A. J., Glick, P., & Xu, J. (2002). A model of (often mixed) stereotype content: Competence and warmth respectively follow from perceived status and competition. Journal of Personality and Social Psychology, 82, 878–902. doi:10.1037/0022-3518.104.22.1688.
Fiske, S. T., & Neuberg, S. L. (1990). A continuum of impression-formation, from category-based to individuating processes: Influences of information and motivation on attention and interpretation. Advances in Experimental Social Psychology, 23, 1–74. doi:10.1016/S0065-2601(08)60317-2.
Gagné, R. M., Briggs, L. J., & Wager, W. W. (1992). Principles of instructional design. New York: Holt, Rimehart and Winston.
Gist, M., Rosen, B., & Schwoerer, C. (1988). The influence of training method and trainee age on the acquisition of computer skills. Personnel Psychology, 41, 255–265. doi:10.1111/j.1744-6570.1988.tb02384.x.
Harris, L. (1975). The myth and reality of aging in America. Washington: National Council on the Aging.
Harris, M. J., & Perkins, R. (1995). Effects of distraction on interpersonal expectancy effects: A social interaction test of the cognitive busyness hypothesis. Social Cognition, 13, 163–182.
Hickman, J. M., Rogers, W. A., & Fisk, A. D. (2007). Training older adults to use new technology. Journals of Gerontology, 62B, 77–84.
Holladay, C. L., & Quiñones, M. A. (2008). The influence of training focus and trainer characteristics on diversity training effectiveness. Academy of Management Learning & Education, 7, 343–354.
Jelen, B. (2009). Excel VBA and macros with MrExcel live lessons [Computer software]. USA: Que Publishing.
Jenkins, L., & Hoyer, W. J. (2000). Instance-based automaticity and aging: Acquisition, reacquisition, and long term retention. Psychology and Aging, 15, 551–565. doi:10.1037/0882-7922.214.171.1241.
Jussim, L. (1986). Self-fulfilling prophecies: A theoretical and integrative review. Psychological Review, 93, 429–445. doi:10.1037/0033-295X.93.4.429.
Jussim, L., & Harber, K. D. (2005). Teacher expectations and self-fulfilling prophecies: Knowns and unknowns, resolved and unresolved controversies. Personality and Social Psychology Review, 9, 131–155.
Kanfer, R., & Ackerman, P. L. (2004). Aging, adult development, and work motivation. Academy of Management Review, 29, 440–458. doi:10.2307/20159053.
Kashy, D. A., & Kenny, D. A. (2000). The analysis of data from dyads and groups. In H. T. Reis & C. M. Judd (Eds.), Handbook of research methods in social psychology (pp. 451–477). New York: Cambridge University Press.
Kenny, D. A. (1996). Models of nonindependence in dyadic research. Journal of Social and Personal Relationships, 13, 279–294.
Kenny, D. A., Kashy, D. A., & Cook, W. L. (2006). Dyadic data analysis. New York: Guilford.
Kierein, N. M., & Gold, M. A. (2000). Pygmalion in work organizations: A meta-analysis. Journal of Organizational Behavior, 21, 913–928. doi:10.1002/1099-1379(200012)21:8<913.
Kim, S., & Feldman, D. C. (1994). Working in retirement: The antecedents of bridge employment and its consequences for quality of life in retirement. Academy of Management, 43, 1195–1210. doi:10.2307/1556345.
Kubeck, J. E., Delp, N. D., Haslett, T. K., & McDaniel, M. A. (1996). Does job-related training performance decline with age? Psychology and Aging, 11, 92–107. doi:10.1037/0882-79126.96.36.199.
Landis, J. R., & Koch, G. G. (1977). The measurement of observer agreement for categorical data. Biometrics, 33, 159–174.
Landy, F. J., Shankster-Cawley, L. S., & Moran, S. K. (1995). Advancing personnel selection and placement methods. In A. Howard (Ed.), The changing nature of work (pp. 67–86). San Francisco: Jossey Bass.
LeBrenton, J. M., & Senter, J. L. (2008). Answers to 20 questions about interrater reliability and interrater agreement. Organizational Research Methods, 11, 815–852. doi:10.1177/1094428106296642.
Liberman, B. E., Block, C. J., & Koch, S. M. (2011). Diversity trainer preconceptions: The effects of trainer race and gender on perceptions of diversity trainer effectiveness. Basic and Applied Social Psychology, 33, 279–293. doi:10.1080/01973533.2011.589327.
Madden, M., & Jones, S. (2008, September 24). Networked workers. Retrieved from http://www.pewinternet.org/~/media//Files/Reports/2008/PIP_Networked_WorkersFINAL.pdf.pdf
Madon, S., Jussim, L., & Eccles, J. (1997). In search of the powerful self-fulfilling prophecy. Journal of Personality and Social Psychology, 72, 791–809. doi:10.1037/0022-35188.8.131.521.
Martell, R. F., Lane, D. M., & Emrich, C. (1996). Male-female differences: A computer simulation. American Psychologist, 51, 157–158. doi:10.1037/0003-066X.51.2.157.
Maurer, T. J., Weiss, E. M., & Barbeite, F. (2003). A model of involvement in work-related learning and development activity: The effects of individual, situational, motivational, and age variables. Journal of Applied Psychology, 88, 707–724. doi:10.1037/0021-9010.88.4.707.
Merton, R. K. (1948). The self-fulfilling prophecy. The Antioch Review, 8, 193–210.
Miller, D. T., & Turnbull, W. (1986). Expectancies and interpersonal processes. Annual Review of Psychology, 27, 233–256. doi:10.1146/annurev.ps.37.020186.001313.
Minear, M., & Park, D. C. (2004). A lifespan database of adult facial stimuli. Behavior Research Methods, Instruments, & Computers, 36, 630–633. doi:10.3758/BF03206543.
Morris, M. G., & Venkatesh, V. (2000). Age differences in technological adoption decisions: Implications for a changing workforce. Personnel Psychology, 53, 375–403. doi:10.1111/j.1744-6570.2000.tb00206.x.
MorphVOX Pro [Computer software]. Palm Coast, FL: Screaming Bee Inc.
Neuberg, S. L. (1989). The goal of forming accurate impressions during social interactions: Attenuating the impact of negative expectancies. Journal of Personality and Social Psychology, 56, 374–386. doi:10.1037/0022-35184.108.40.2064.
Neuberg, S. L. (1994). Expectancy-confirmation processes in stereotype-tinged social encounters: The moderating role of social goals. In M. P. Zanna & J. M. Olson (Eds.), The psychology of prejudice: The Ontario symposium on personality and social psychology (Vol. 7, pp. 103–130). Hillsdale, NJ: Erlbaum.
Ng, T. W. H., & Feldman, D. C. (2008). The relationship of age to ten dimensions of job performance. Journal of Applied Psychology, 93, 392–423. doi:10.1037/0021-9010.93.2.392.
Noe, R. A. (2010). Employee training and development (5th ed.). Boston: McGraw-Hill.
Olson, J. M., Roese, N. J., & Zanna M. P. (1996). Expectancies. In E. T. Higgins & A. W. Kruglanski (Eds.), Social psychology: Handbook of basic principles (pp. 211–238). New York: Guilford.
Olson, K. E., O’Brien, M. A., Rogers, W. A., & Charness, N. (2011). Diffusion of technology: Frequency of use for younger and older adults. Ageing International, 36, 123–145. doi:10.1007/s12126-010-9077-9.
Park, D. C., & Reuter-Lorenz, P. (2009). The adaptive brain: Aging and neurocognitive scaffolding. Annual Review of Psychology, 60, 173–196. doi:10.1146/annurev.psych.59.103006.093656.
Penn State (2008a). Excel basics. Retrieved from http://www.ecs.psu.edu/training/Quizzes/Excel/ExcelBasics1.htm
Penn State (2008b). Excel macros. Retrieved from http://www.ecs.psu.edu/training/Quizzes/Excel/ExcelMacros.htm
Pitt-Catsouphes, M., Matz-Costa, C., & Brown, M. (2010). The prism of age: Managing age diversity at the 21st century workplace. In S. Tyson & E. Parry (Eds.), Managing an age diverse workforce (pp. 80–94). London: Palgrave Macmillan.
Posthuma, R. A., & Campion, M. A. (2009). Age stereotypes in the workplace: Common stereotypes, moderators, and future research directions. Journal of Management, 35, 158–188. doi:10.1177/0149206308318617.
Rosenthal, R. (1994). Interpersonal expectancy effects: A 30 year perspective. Current Directions in Psychological Science, 3, 176–179.
Rosenthal, R., & Jacobson, L. (1968). Pygmalion in the classroom: Teacher expectation and pupils’ intellectual development. New York: Holt, Rinehart, & Winston.
Salthouse, T. A. (1992). Working memory mediation of adult age differences in integrative reasoning. Memory & Cognition, 20, 413–423. doi:10.3758/BF03210925.
Salthouse, T. A., & Babcock, R. L. (1991). Decomposing adult age differences in working memory. Developmental Psychology, 27, 763–776. doi:10.1037/0012-16220.127.116.113.
Shapiro, J. R., King, E. B., & Quiñones, M. A. (2007). Expectations of obese trainees: How stigmatized trainee characteristics influence training outcomes. Journal of Applied Psychology, 92, 239–249. doi:10.1037/0021-9010.92.1.239.
Shore, L. M., & Goldberg, C. B. (2004). Age discrimination in the work place. In R. L. Dipboye & A. Colella (Eds.), The psychological and organizational bases of discrimination at work. Frontier Series: Society for Industrial and Organizational Psychology.
Simonton, D. K. (1990). Creativity and wisdom in aging. In J. E. Birren & K. W. Schaie (Eds.), Handbook of the psychology of aging (pp. 320–329). New York: Academic Press.
Snyder, M., & Haugen, J. A. (1995). Why does behavioral confirmation occur? A functional perspective on the role of the target. Personality and Social Psychology Bulletin, 21, 963–974. doi:10.1177/0146167295219010.
Snyder, M., & Stukas, A. A. (1999). Interpersonal processes: The interplay of cognitive, motivational, and behavioral activities in social interaction. Annual Review of Psychology, 50, 273–303. doi:10.1146/annurev.psych.50.1.273.
Snyder, M., Tanke, E. D., & Berscheid, E. (1977). Social perception and interpersonal behavior: On the self-fulfilling nature of social stereotypes. Journal of Experimental Social Psychology, 35, 656–666.
Stahl, A. (2010, September 2010). What’s a macro and why should you care [Blog]. Retrieved, from http://blogs.office.com/b/crabby_office_lady/archive/2010/09/28/macros.aspx
Tannenbaum, S. I., & Yukl, G. (1992). Training and development in work organizations. Annual Review of Psychology, 43, 399–441. doi:10.1146/annurev.ps.43.020192.002151.
Touron, D. R., & Hertzog, C. (2004). Distinguishing age differences in knowledge, strategy use, and confidence during strategic skill acquisition. Psychology and Aging, 19, 452–466. doi:10.1037/0882-7918.104.22.1682.
Towler, A. J., & Dipboye, R. L. (2001). Effects of trainer expressiveness, organization, and trainee goal orientation on training outcomes. Journal of Applied Psychology, 86, 664–673. doi:10.1037//0021-9010.86.4.664.
U.S. Bureau of Labor Statistics. (2008). Overview of the 2008-18 projections. Retrieved, from http://www.bls.gov/oco/oco2003.htm#Labor%20Force
Vrugt, A., & Schabracq, M. (1996). Stereotypes with respect to elderly employees: The contribution of attribute information and representativeness. Journal of Community & Applied Social Psychology, 6, 287–292. doi:10.1002/(SICI)1099-1298(199610)6:4<287.
Westerman, S. J., & Davies, D. R. (2000). Acquisition and application of new technology skills: The influence of age. Occupational Medicine, 50, 478–482.
Word, C. H., Zanna, M. P., & Cooper, J. (1974). The nonverbal mediation of self-fulfilling prophecies in inter-racial interaction. Journal of Experimental Social Psychology, 10, 109–120. doi:10.1016/0022-1031(74)90059-6.
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McCausland, T.C., King, E.B., Bartholomew, L. et al. The Technological Age: The Effects of Perceived Age in Technology Training. J Bus Psychol 30, 693–708 (2015). https://doi.org/10.1007/s10869-014-9390-5
- Age stereotypes
- Expectancy effects
- Performance evaluation
- Distributed learning environment
- Self-fulfilling prophecy
- Actor-partner interdependence model