This study investigated the relationships among company average age, company work ability, and company performance by examining (a) the effects of employee average use of selection, optimization, and compensation (SOC) personal strategies and high-involvement work practices (HIWPs) on employee work ability; (b) the buffering effects of both employee average use of SOC and HIWPs on the negative relationship between company-level average age of employees and employee work ability; and (c) the link between company average age and company performance as mediated by company work ability. Analysis was conducted on data from 70 Finnish companies in the retail and metal industries and their 889 employees. Results showed that company average age was negatively related to company work ability, which in turn was positively related to company performance assessed by company managers. HIWPs were positively related to company work ability. Employee average use of SOC strategies buffered the negative effect of company average age on company work ability. Theoretical and practical implications of these findings are discussed.
AhlstromL.Grimby-EkmanA.HagbergM.DellveL.2010. The work ability index and single-item question: Associations with sick leave, symptoms, and health. A prospective study of women on long-term sick leave. Scandinavian Journal of Work, Environment & Health, 36: 404-412.
2.
AlaviniaS. Mde BoerA. G. E. M.van DuivenboodenJ. C.Frings-DresenM. H. W.BurdorfA.2009. Determinants of work ability and its predictive value for disability. Occupational Medicine, 59: 32-37.
3.
AveryD. R.McKayP. F.WilsonD. C.2007. Engaging the aging workforce: The relationship between perceived age similarity, satisfaction with coworkers, and employee engagement. Journal of Applied Psychology, 92: 1542-1556.
4.
BajorJ. K.BaltesB. B.2003. The relationship between selection optimization with compensation, conscientiousness, motivation, and performance. Journal of Vocational Behavior, 63: 347-367.
5.
BaltesB. B.Heydens-GahirH. A.2003. Reduction of work-family conflict through the use of selection, optimization, and compensation behaviors. Journal of Applied Psychology, 88: 1005-1018.
6.
BaltesB. B.RudolphC. W.2012. The theory of selection, optimization, and compensation. In WangM. (Ed.), The Oxford handbook of retirement: 88-101. New York: Oxford University Press.
7.
BaltesP. B.1993. The aging mind: Potential and limits. Gerontologist, 33: 580-594.
8.
BaltesP. B.BaltesM. M.1990. Psychological perspectives on successful aging: The model of selective optimization with compensation. In BaltesP. B.BaltesM. M. (Eds.), Successful aging: Perspectives from the behavioral sciences: 1-34.Cambridge, UK: Cambridge University Press.
9.
BaltesP. B.BaltesM. M.FreundA. M.LangF.1999. The measurement of selection, optimization, and compensation (SOC) by self-report: Technical report 1999. Berlin, Germany: Max Planck Institute for Human Development.
10.
BandalosD. L.2002. The effects of item parceling on goodness-of-fit and parameter estimate bias in structural equation modeling. Structural Equation Modeling, 9: 78-102.
11.
BantelK. A.JacksonS. E.1989. Top management and innovations in banking: Does the composition of the top team make a difference?Strategic Management Journal, 10: 107-124.
12.
BeckerB. E.HuselidM. A.1998. High performance work systems and firm performance: A synthesis of research and managerial implications. Research in Personnel and Human Resources Management, 16: 53-101.
13.
BellS. T.2007. Deep-level composition variables as predictors of team performance: A meta-analysis. Journal of Applied Psychology, 92: 595-615.
14.
BlieseP. D.2000. Within-group agreement, non-independence, and reliability: Implications for data aggregation and analysis. In KleinK. J.KozlowskiS. W. J. (Eds.), Multilevel theory, research, and methods in organizations: Foundations, extensions, and new directions: 349-381. San Francisco: Jossey-Bass.
15.
BoxallP.MackyK.2009. Research and theory on high-performance work systems: Progressing the high-involvement stream. Human Resource Management Journal, 19: 3-23.
16.
BrannickM. T.ChanD.ConwayJ. M.LanceC. E.SpectorP. E.2010. What is method variance and how can we cope with it? A panel discussion. Organizational Research Methods, 13: 407-420.
17.
BrislinR. W.1980. Translation and content analysis of oral and written material. In TrandisH. C.BerryJ. W. (Eds.), Handbook of cross-cultural psychology: 398-444. Boston: Allyn & Bacon.
18.
ButtsM. M.VandenbergD. M.DeJoyD. M.SchafferB. S.WilsonM. G.2009. Individual reactions to high involvement work processes: Investigating the role of empowerment and perceived organizational support. Journal of Occupational Health Psychology, 14: 122-136.
19.
CahillK. E.JamesJ. B.Pitt-CatsouphesM.2015. The impact of a randomly assigned time and place management initiative on work and retirement expectations. Work, Aging and Retirement, 1: 350-368.
20.
ChanD.1998. Functional relations among constructs in the same content domain at different levels of analysis: A typology of composition models. Journal of Applied Psychology, 83: 234-246.
21.
CohenJ.CohenP.WestS.AikenL.2003. Applied multiple regression/correlation analysis for the behavioral sciences (3rd ed.). Hillsdale, NJ: Lawrence Erlbaum.
DelaneyJ. T.HuselidM. A.1996. The impact of human resource management practices on perceptions of performance in for-profit and nonprofit organizations. Academy of Management Journal, 39: 949-969.
24.
de ZwartB. C. H.Frings-DresenM. W. H.DuivenboodenJ. C.2002. Test-retest reliability of the Work Ability Index questionnaire. Occupational Medicine, 52: 177-188.
25.
EarlC.TaylorP.2015. Is workplace flexibility good policy? Evaluating the efficacy of age management strategies for older women workers. Work, Aging and Retirement, 1: 214-226.
26.
EdgarF.2003. Employee-centred human resource management practices. New Zealand Journal of Industrial Relations, 28: 230-240.
27.
EskelinenL.ToikkanenJ.TuomiK.MaunoI.NygårdC-H.KlockarsM.IlmarinenJ.1991. Work-related stress symptoms of ageing employees in municipal occupations. Scandinavian Journal of Work, Environment & Health, 17: 87-93.
EvansM. G.1985. A Monte Carlo study of the effects of correlated method variance in moderated multiple regression analysis. Organizational Behavior and Human Decision Processes, 36: 305-323.
31.
FeldtT.HyvönenK.MäkikangasA.KinnunenU.KokkoK.2009. Development trajectories of Finnish managers’ work ability over a 10-year follow-up period. Scandinavian Journal of Work, Environment & Health, 35: 37-47.
32.
FreundA. M.BaltesP. B.1998. Selection, optimization, and compensation as strategies of life-management: Correlations with subjective indicators of successful aging. Psychology and Aging, 13: 531-543.
33.
FreundA. M.BaltesP. B.2002. Life-management strategies of selection, optimization, and compensation: Measurement by self-report and construct validity. Journal of Personality and Social Psychology, 82: 642-662.
34.
GerhartB.2007. Horizontal and vertical fit in human resource systems. In OstroffC.JudgeT. A. (Eds.), Perspectives on organizational fit: 317-348. New York: Lawrence Erlbaum.
35.
GerhartB.WrightP. M.McMahanG. C.2000. Measurement error in research on the human resources and firm performance relationship: Further evidence and analysis. Personnel Psychology, 53: 855-872.
36.
GongY.WangM.HuangJ.-C.CheungS.2014. Toward a goal orientation-based feedback-seeking typology: Implications for employee performance outcomes. Journal of Management. Advance online publication. doi:10.1177/0149206314551797
37.
GuestD. E.2002. Human resource management, corporate performance and employee wellbeing: Building the worker into HRM. Journal of Industrial Relations, 44: 335-358.
38.
GuestD. EMichieJ.ConwayN.SheehanM.2003. Human resource management and corporate performance in the UK. British Journal of Industrial Relations, 41: 291-314.
39.
GuthrieJ. P.2001. High-involvement work practices, turnover, and productivity: Evidence from New Zealand. Academy of Management Journal, 44: 180-190.
40.
GuthrieJ. P.FloodP.LiuW.MacCurtainS.2009. High performance work systems in Ireland: Human resource and organizational outcomes. International Journal of Human Resource Management, 20: 112-125.
41.
HarmonJ.ScottiD. J.BehsonS.FariasG.PetzelR.NeumanJ. H.KeashlyL.2003. Effects of high-involvement work systems on employee satisfaction and service costs in veteran healthcare. Journal of Healthcare Management, 48: 393-406.
42.
HauK. T.MarshH. W.2004. The use of item parcels in structural equation modelling: Non-normal data and small sample sizes. British Journal of Mathematical and Statistical Psychology, 57: 327-351.
43.
HopkinsK. D.WeeksD. L.1990. Tests for normality and measures of skewness and kurtosis: Their place in research reporting. Educational and Psychological Measurement, 50: 717-729.
44.
HuhtalaM.KangasM.LämsäA-M.FeldtT.2013. Ethical managers in ethical organisations? The leadership-culture connection among Finnish managers. Leadership & Organization Development Journal, 34: 250-270.
45.
HuselidM. A.1995. The impact of human resource management practices on turnover, productivity, and corporate financial performance. Academy of Management Journal, 38: 635-672.
46.
IlmarinenJ.2006. Towards a longer worklife: Ageing and the quality of worklife in the European Union. Helsinki: Finnish Institute of Occupational Health.
47.
IlmarinenJ.2009. Work ability: A comprehensive concept for occupational health research and prevention. Scandinavian Journal of Work, Environment & Health, 35: 1-5.
48.
IlmarinenJ.TuomiK.2004. Past, present and future of work ability. People and Work Research Reports, 65: 1-25. Helsinki: Finnish Institute of Occupational Health.
49.
IlmarinenJ.TuomiK.EskelinenL.NygårdC-H.HuuhtanenP.KlockarsM.1991. Summary and recommendations of a project involving cross-sectional and follow-up studies on the aging workers in Finnish municipal occupations (1981-1985). Scandinavian Journal of Work, Environment & Health, 17: 135-141.
50.
JamesJ. B.Pitt-CatsouphesM.2016. Change in the meaning and experience of work in later life: Introduction to the special issue. Work, Aging and Retirement, 2: 281-285.
51.
JexS. M.WangM.ZarubinA.2007. Aging and occupational health. In ShultzK. S.AdamsG. A. (Eds.), Aging and work in the 21st century: 199-223. Mahwah, NJ: Lawrence Erlbaum.
52.
JoppD.SmithJ.2006. Resources and life-management strategies as determinants of successful aging: On the protective effect of selection, optimization, and compensation. Psychology and Aging, 21: 253-265.
53.
KhiljiS. E.WangX.2006. “Intended” and “implemented” HRM: The missing linchpin in strategic human resource management research. International Journal of Human Resource Management, 17: 1171-1189.
54.
KooijD. T.2015. Successful aging at work: The active role of employees. Work, Aging and Retirement, 1: 309-319.
55.
KozlowskiS. W. J.KleinK. J.2000. A multilevel approach to theory and research in organizations: Contextual, temporal, and emergent processes. In KleinK. J.KozlowskiS. W. J. (Eds.), Multilevel theory, research, and methods in organizations: Foundations, extensions, and new directions: 3-90. San Francisco: Jossey-Bass.
56.
KuoppalaJ.LamminpääA.HusmanP.2008. Work health promotion, job well-being, and sickness absences: A systematic review and meta-analysis. Journal of Occupational and Environmental Medicine, 50: 1216-1227.
57.
LawlerE. E.III.1988. Substitutes for hierarchy. Organizational Dynamics, 17: 5-15.
58.
LeanaC. R.FlorkowskiG. W.1992. Employee involvement programs: Integrating psychological theory and management practices. Research in Personnel and Human Resources Management, 10: 233-270.
59.
LepakD. P.LiaoH.ChungY.HardenE. E.2006. A conceptual review of human resource management systems in strategic human resource management research. Research in Personnel and Human Resources Management, 25: 217-271.
60.
LiC.-Y.SungF.-C.1999. A review of the healthy worker effect in occupational epidemiology. Occupational Medicine, 49: 225-229.
61.
LiaoH.ToyaK.LepakD. P.HongY.2009. Do they see eye to eye? Management and employee perspectives of high-performance work systems and influence processes on service quality. Journal of Applied Psychology, 94: 371-391.
62.
LoeppkeR.TaitelM.RichlingD.ParryT.KesslerR. C.HymelP.KonickiD.2007. Health and productivity as a business strategy. Journal of Occupational and Environmental Medicine, 49: 712-721.
63.
MasunagaH.HornJ.2001. Expertise and age-related changes in components of intelligence. Psychology and Aging, 16: 293-311.
64.
MaunoS.KinnunenU.MäkikangasA.NättiJ.2005. Psychological consequences of fixed-term employment and perceived job insecurity among health care staff. European Journal of Work and Organizational Psychology, 14: 209-237.
65.
McGonagleA. K.FisherG. G.Barnes-FarrellJ. L.GroschJ. W.2015. Individual and work factors related to perceived work ability and labor force outcomes. Journal of Applied Psychology, 100: 376-398.
66.
MehtaP. D.NealeM. C.2005. People are variables too: Multilevel structural equations modeling. Psychological Methods, 10: 259-284.
67.
MoenP.KojolaE.KellyE. L.KarakayaY.2016. Men and women expecting to work longer: Do changing work conditions matter?Work, Aging and Retirement, 2: 321-344.
68.
MoghimiD.ZacherH.ScheibeS.Van YperenN. W.2016. The selection, optimization, and compensation model in the work context: A systematic review and meta-analysis of two decades of research. Journal of Organizational Behavior. Advance online publication. doi:10.1002/job.2108
NishiiL. H.WrightP. M.2007. Variability within organizations: Implications for strategic human management (CAHRS Working Paper 07-02). Ithaca, NY: Cornell University, School of Industrial and Labor Relations, Center for Advanced Human Resource Studies. http://digitalcommons.ilr.cornell.edu/cahrswp/467
71.
NgT. W. H.FeldmanD. C.2008. The relationship of age to ten dimensions of job performance. Journal of Applied Psychology, 93: 392-423.
72.
O’ReillyC. A.IIICaldwellD. F.BarnettW. P.1989. Work group demography, social integration, and turnover. Administrative Science Quarterly, 34: 21-37.
PalermoJ.Fuller-TyszkiewiczM.WalkerA.AppannahA.2013. Primary- and secondary-level organizational predictors of work ability. Journal of Occupational Health Psychology, 18: 220-229.
75.
PloyhartR. E.MoliternoT. P.2011. Emergence of the human capital resource: A multilevel model. Academy of Management Review, 36: 127-150.
76.
PodsakoffP. M.MacKenzieS. B.LeeJ. Y.PodsakoffN. P.2003. Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88: 879-903.
77.
ProcterS.BurridgeM.2008. Teamworking and performance: The extent and intensity of teamworking in the 1998 UK Workplace Employee Relations Survey (WERS98). International Journal of Human Resource Management, 19: 153-168.
78.
ReichelA.MayrhoferW.2006. Saving faith? The merit of subjective form performance measures: A methodological contribution to the HRM–firm performance debate. In VanhalaS.KolehmainenM. (Eds.), HRM: Between performance and employees: 33-49. Helsinki: Helsinki School of Economics.
79.
RiedelN.MüllerA.EbnerM.2015. Applying strategies of selection, optimization, and compensation to maintain work ability: A psychosocial resource complementing the job demand-control model?Journal of Environmental and Occupational Health, 57: 552-61.
80.
RogersE. W.WrightP. M.1998. Measuring organizational performance in strategic human resource management: Problems and prospects. CAHRS Working paper 98-09, Cornell University, Ithaca, NY.
81.
RuppD. E.McCanceA. S.SpencerS.SonntagK.2008. Customer (in)
justice and emotional labor: The role of perspective taking, anger, and emotional regulation. Journal of Management, 34: 903-924.
82.
RutenfranzJ.1985. Arbeitspsychologie. In ValentinH.LehnertG.PetryH. (Eds.), Arbeitspsychologie und Arbeitshygiene: Grundlagen für Prävention und Begutachtung (3 auflage): 22-144. Stuttgart, Germany: Thieme.
83.
SandersK.FrenkelS.2011. HR-line management relations: Characteristics and effects. International Journal of Human Resource Management, 22: 1611-1617.
84.
SchaubroeckJ.JonesJ. R.2000. Antecedents of workplace emotional labor dimensions and moderators of their effects on physical symptoms. Journal of Organizational Behavior, 21: 163-183.
85.
SiemsenE.RothA.OliveiraP.2010. Common method bias in regression models with linear, quadratic, and interaction effects. Organizational Research Methods, 13: 456-476.
StewartG. L.2006. A meta-analytic review of relationships between team design features and team performance. Journal of Management, 32: 29-55.
88.
TakeuchiR.ChenG.LepakD. P.2009. Through the looking glass of a social system: Cross-level effects of high-performance work systems on employees’ attitudes. Personnel Psychology, 62: 1-29.
89.
TohS. M.MorgesonF. P.CampionM. A.2008. Human resource configurations: Investigating fit with the organizational context. Journal of Applied Psychology, 93: 864-882.
90.
TuomiK.IlmarinenJ.JahkolaA.KatajarinneL.TulkkiA.2002. Work Ability Index, Occupational Health Care No. 19 (2nd rev. ed). Helsinki: Finnish Institute of Occupational Health.
91.
TuomiK.IlmarinenJ.KlockarsM.NygårdC-H.SeitsamoJ.HuuhtanenP.MartikainenR.AaltoL.1997. Finnish research project on aging workers in 1981-1992. Scandinavian Journal of Work, Environment & Health, 23: 7-11.
92.
TuomiK.VanhalaS.NykyriE.JanhonenM.2004. Organizational practices, work demands and the well-being of employees: A follow-up study in the metal industry and retail trade. Occupational Medicine, 54: 115-121.
93.
van den BergT. I. J.EldersL. A. M.de ZwartB. C. H.BurdorfA.2009. The effects of work-related and individual factors on the Work Ability Index: A systematic review. Occupational and Environmental Medicine, 66: 211-220.
94.
von BonsdorffM. B.SeitsamoJ.IlmarinenJ.NygårdC-H.von BonsdorffM. E.RantanenT.2010. Midlife work ability as a predictor of mortality and late-life disability: A 28-year prospective study. Canadian Medical Association Journal, 183: E235-42.
95.
von BonsdorffM. E.KokkoK.SeitsamoJ.von BonsdorffM. B.NygårdC-H.IlmarinenJ.RantanenT.2011. Work strain in midlife and 28-year work ability trajectories. Scandinavian Journal of Work, Environment & Health, 37: 455-463.
96.
von BonsdorffM. E.VanhalaS.SeitsamoJ.JanhonenM.HusmanP.2010. Employee well-being, early retirement intentions, and company performance. Journal of Occupational and Environmental Medicine, 52: 1255-1261.
97.
WalkerA.MaltbyT.2012. Active ageing: A strategic policy solution to demographic ageing in the European Union. International Journal of Social Welfare, 21: S117-S130.
98.
WangM.OlsonD.ShultzK.2013. Mid and late career issues: An integrative perspective. New York: Psychology Press.
99.
WeiglM.MüllerA.HornungS.ZacherH.AngererP.2013. The moderating effects of job control and selection, optimization, and compensation strategies on the age-work ability relationship. Journal of Organizational Behavior, 34: 607-628.
100.
WieseB. S.FreundA. M.BaltesP. B.2002. Subjective career success and emotional well-being: Longitudinal predictive power of selection, optimization, and compensation. Journal of Vocational Behavior, 60: 321-335.
101.
WrightP. M.BoswellW. R.2002. Desegregating HRM: A review and synthesis of micro and macro human resource management research (CAHRS Working Paper 02-11). Ithaca, NY: Cornell University, School of Industrial and Labor Relations, Center for Advanced Human Resource Studies. http://digitalcommons.ilr.cornell.edu/cahrswp/52
102.
WrightP. M.GardnerT. M.MoynihanL. M.ParkH. J.GerhartB. A.DeleryJ.2001. Measurement error in research on human resources and firm performance: Additional data and suggestions for future research. Personnel Psychology, 54: 875-901.
103.
WrightP. M.NishiiL. H.2007. Strategic HRM and organizational behavior: Integrating multiple levels of analysis (CAHRS Working Paper Series 468). Ithaca, NY: Cornell University, School of Industrial and Labor Relations, Center for Advanced Human Resource Studies. http://digitalcommons.ilr.cornell.edu/cgi/viewcontent.cgi?article=1469&context=cahrswp
104.
WunschG.DuchêneJ.ThiltgèsE.SalhiM.1996. Socio-economic differences in mortality. A life course approach. European Journal of Population, 12: 167-185.
105.
YanadoriY.van JaarsveldD.2014. The influence of human resource practices on the negative consequences of customer aggression. Academy of Management Proceedings, 1: 14719.
106.
YeungD. Y.FungH. H.2009. Aging and work: How do SOC strategies contribute to job performance across adulthood?Psychology and Aging, 24: 927-940.
107.
YoungL. M.BaltesB. B.PrattA. K.2007. Using selection, optimization, and compensation to reduce job/family stressors: Effective when it matters. Journal of Business and Psychology, 21: 511-539.
108.
ZacherH.FreseM.2011. Maintaining a focus on opportunities at work: The interplay between age, job complexity, and the use of selection, optimization, and compensation strategies. Journal of Organizational Behavior, 32: 291-318.
109.
ZiegelmannJ. P.LippkeS.2007a. Planning and strategy use in health behavior change: A life span view. International Journal of Behavioral Medicine, 14: 30-39.
110.
ZiegelmannJ. P.LippkeS.2007b. Use of selection, optimization, and compensation strategies in health self-regulation. Interplay between with resources and successful development. Journal of Aging and Health, 19: 500-518.
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