This study examined measurement invariance of the 12-item psychological capital survey across 12 national cultures (Brazil, China, Germany, India, Italy, Mexico, Poland, South Africa, Sweden, Turkey, the United Kingdom, and the United States), representing a cross-section of all major world cultures corresponding to the GLOBE research project. Analysis of data from 56,363 employees confirms the configural second-order hierarchical factor structure for psychological capital in all national cultures. However, more stringent levels of metric equivalence were supported only with a simplified three-factor structure proposed in this research as a cross-cultural nine-item instrument. Implications for comparing means for psychological capital across national cultures are discussed.
AndersonJ. C.GerbingD. W. (1988). Structural equation modeling in practice: A review and recommended two-step approach. Psychological Bulletin, 103(3), 411-423.
2.
AveyJ. B.AvolioB. J.LuthansF. (2011). Experimentally analyzing the impact of leader positivity on follower positivity and performance. Leadership Quarterly, 22(2), 282-294.
3.
AveyJ. B.ReichardR. J.LuthansF.MhatreK. H. (2011). Meta-analysis of the impact of positive psychological capital on employee attitudes, behaviors, and performance. Human Resource Development Quarterly, 22(2), 127-152.
4.
BarneyJ. B. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17, 99-120.
5.
BaronR. A.FranklinR. J.HmieleskiK. M. (2013). Why entrepreneurs often experience low, not high, levels of stress: The joint effects of selection and psychological capital. Journal of Management. Advance online publication. doi:10.1177/0149206313495411
6.
BillietJ. B.McClendonM. J. (2000). Modeling acquiescence in measurement models for two balanced sets of items. Structural equation modeling, 7(4), 608-628.
7.
BollenK. A. (1998). Structural equation models. New York, NY: John Wiley.
8.
BrislinR. W. (1983). Cross-cultural research in psychology. Annual Review of Psychology, 34(1), 363-400.
9.
BrowneM. W.CudeckR. (1992). Alternative ways of assessing model fit. Sociological Methods & Research, 21(2), 230-258.
10.
ByrneB. (2008). Testing for multigroup equivalence of a measuring instrument: A walk through the process. Psicothema, 20(4), 872-882.
11.
ByrneB. M. (2012). Structural equation modeling with Mplus: Basic concepts, applications, and programming. New York, NY: Routledge.
12.
ByrneB. M.ShavelsonR. J.MuthénB. (1989). Testing for the equivalence of factor covariance and mean structures: The issue of partial measurement invariance. Psychological Bulletin, 105(3), 456-466.
13.
ByrneB. M.StewartS. M. (2006). The MACS approach to testing for multigroup invariance of a second-order structure: A walk through the process. Structural Equation Modeling, 13(2), 287-321.
14.
ByrneB. M.WatkinsD. (2003). The issue of measurement invariance revisited. Journal of Cross-Cultural Psychology, 34(2), 155-175.
15.
ChenF. F.SousaK. H.WestS. G. (2005). Teacher’s corner: Testing measurement invariance of second-order factor models. Structural Equation Modeling, 12(3), 471-492.
16.
ChenF. F.WestS. G. (2008). Measuring individualism and collectivism: The importance of considering differential components, reference groups, and measurement invariance. Journal of Research in Personality, 42(2), 259-294.
17.
CheungG. W.RensvoldR. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9(2), 233-255.
18.
CombsG.Clapp-SmithR.NadkarniS. (2010). Managing BPO service workers in India: Examining hope on performance outcomes. Human Resource Management, 49(3), 457-476.
19.
CraigC. S.DouglasS. P. (2000). International marketing research. New York, NY: John Wiley.
20.
De BeuckelaerA.SwinnenG. (2011). Biased latent variable mean comparisons due to measurement non-invariance: A simulation study. In DavidovE.SchmidtP.BillietJ. (Eds.), Cross-cultural analysis: Methods and applications (pp. 117-148). New York, NY: Taylor & Francis.
21.
EdwardsJ. R. (2010). The fallacy of formative measurement. Organizational Research Methods, 14(2), 370-388.
22.
GrahamJ. L.MintuA. T.RodgersW. (1994). Explorations of negotiation behaviors in ten foreign cultures using a model developed in the United States. Management Science, 40(1), 72-95.
23.
GrantR. M. (1991). The resource-based theory of competitive advantage: Implications for strategy formulation. California Management Review, 33(3), 114-135.
24.
HarzingA. W. (2006). Response styles in cross-national survey research: A 26-country study. International Journal of Cross Cultural Management, 6(2), 243-266.
25.
HaydukL. A. (1987). Structural equation modeling with LISREL: Essentials and advances. Baltimore, MD: Johns Hopkins University Press.
26.
HobfollS. E. (2002). Social and psychological resources and adaptation. Review of General Psychology, 6(4), 307-324.
27.
HofstedeG. (2001). Culture’s consequences: Comparing values, behaviors, institutions, and organizations across nations (2nd ed.). Thousand Oak, CA: Sage.
28.
HooperD.CoughlanJ.MullenM. R. (2008). Structural equation modelling: Guidelines for determining model fit. Electronic Journal of Business Research Methods, 6(1), 53-60.
29.
HornJ. L.McArdleJ. J. (1992). A practical and theoretical guide to measurement invariance in aging research. Experimental Aging Research, 18(3), 117-144.
30.
HouseR. J.HangesP. J.JavidanM.DorfmanP. W.GuptaV. (2004). Culture, leadership, and organizations: The GLOBE study of 62 societies. Thousand Oaks, CA: Sage.
31.
HuL.BentlerP. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1-55.
32.
HultG. T. M.KetchenD. J.GriffithD. A.FinneganC. A.Gonzalez-PadronT.HarmanciogluN.. . . CavusgilS. T. (2008). Data equivalence in cross-cultural international business research: Assessment and guidelines. Journal of International Business Studies, 39(6), 1027-1044.
33.
KaplanD. (2001). Structural equation modeling. In SmelserN. J.BaltesP. B. (Eds.), International encyclopedia of the social & behavioral science (pp. 15215-15222). Waltham, MA: Elsevier.
34.
LastovickaJ. L. (1982). On the validation of lifestyle traits: a review and illustration. Journal of Marketing Research, 19, 126-138.
35.
LawK. S.WongC. S.MobleyW. M. (1998). Toward a taxonomy of multidimensional constructs. Academy of Management Review, 23(4), 741-755.
36.
LuthansF.AveyJ. B.Clapp-SmithR.LiW. (2008). More evidence on the value of Chinese workers’ psychological capital: A potentially unlimited competitive resource?International Journal of Human Resource Management, 19(5), 818-827.
37.
LuthansF.AvolioB. J.AveyJ. B.NormanS. M. (2007). Positive psychological capital: Measurement and relationship with performance and satisfaction. Personnel Psychology, 60, 541-572.
38.
LuthansF.AvolioB. J.WalumbwaF. O.LiW. (2005). The psychological capital of Chinese workers: Exploring the relationship with performance. Management and Organization Review, 1, 249-271.
39.
LuthansF.IbrayevaE. S. (2006). Entrepreneurial self-efficacy in Central Asian transition economies: Quantitative and qualitative analyses. Journal of International Business, 37, 92-110.
40.
LuthansF.YoussefC. M. (2004). Human, social and now positive psychological capital management: Investing in people for competitive advantage. Organizational Dynamics, 33, 143-160.
41.
LuthansF.YoussefC. M.AvolioB. J. (2007). Psychological capital: Developing the human competitive edge. New York, NY: Oxford University Press.
42.
LuthansF.YoussefC. M.SweetmanD. S.HarmsP. D. (2013). Meeting the leadership challenge of employee well-being through relationship PsyCap and health PsyCap. Journal of Leadership & Organizational Studies, 20(1), 118-133.
43.
LuthansF.ZhuW.AvolioB. J. (2006). The impact of efficacy on work attitudes across cultures. Journal of World Business, 41(2), 121-132.
44.
MedskerG. J.WilliamsL. J.HolahanP. J. (1994). A review of current practices for evaluating causal models in organizational behavior and human resources management research. Journal of Management, 20(2), 439-464.
45.
MullenM. R. (1995). Diagnosing measurement equivalence in cross-national research. Journal of International Business Studies, 26(3), 573-596.
46.
NormanS. M.AvolioB. J.LuthansF. (2010). The impact of positivity and transparency on trust in leaders and their perceived effectiveness. Leadership Quarterly, 21(2), 350-364.
47.
ParkerS. K. (1998). Enhancing role breadth self-efficacy: The roles of job enrichment and other organizational interventions. Journal of Applied Psychology, 83, 835-852.
48.
ScheierM.CarverC. (1985). Optimism, coping, and health: Assessment and implications of generalized outcome expectations. Health Psychology, 4, 219-247.
49.
SnyderC. R.SympsonS. C.YbascoF. C.BordersT. F.BabyakM. A.HigginsR. L. (1996). Development and validation of the State Hope Scale. Journal of Personality and Social Psychology, 70, 321-335.
50.
SteenkampJ. E. M.BaumgartnerH. (1998). Assessing measurement invariance in cross-national consumer research. Journal of Consumer Research, 25(1), 78-107.
51.
StoryJ. S.BarbutoJ. E.LuthansF.BovairdJ. (in press). Antecedents of global mindset: Personal, psychological, and role complexity. Human Resource Management.
52.
StoryJ. S.YoussefC.LuthansF.BarbutoJ. E.BovairdJ. (2013). The contagion effect of global leader’s positive psychological capital on followers. International Journal of Human Resource Management, 24(13), 2534-2553.
53.
van de SchootR.LugtigP.HoxJ. (2012). A checklist for testing measurement invariance. European Journal of Developmental Psychology, 9(4), 486-492.
54.
Van de VijverF.LeungK. (1997). Methods and data analysis of comparative research. Boston, MA: Allyn & Bacon.
55.
Van de VijverF.LeungK. (2000). Methodological issues in psychological research on culture. Journal of Cross-Cultural Psychology, 31(1), 33-51.
56.
Van de VijverF. J.PoortingaY. H. (1982). Cross-cultural generalization and universality. Journal of Cross-Cultural Psychology, 13(4), 387-408.
57.
VandenbergR. J.LanceC. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3(1), 4-70.
58.
VandenbergR. J.SelfR. M. (1993). Assessing newcomers’ changing commitments to the organization during the first 6 months of work. Journal of Applied Psychology, 78(4), 557-568.
59.
WagnildG. M.YoungH. M. (1993). Development and psychometric evaluation of the Resilience Scale. Journal of Nursing Measurement, 1, 165-178.
60.
WangH.SuiY.LuthansF.WangD.WuY. (2012). Impact of authentic leadership on performance: Role of followers’ positive psychological capital and relational processes. Journal of Organizational Behavior. Advance online publication. doi:10.1002/job.1850
61.
WidamanK. F.ReiseS. P. (1997). Exploring the measurement equivalence of psychological instruments: Applications in the substance use domain. In BryantK. J.WindleM.WestS. G. (Eds.), The science of prevention (pp. 281-324). Washington, DC: American Psychological Association.
62.
YoussefC. M.LuthansF. (2012). Positive global leadership. Journal of World Business, 47(4), 539-547.
63.
YuanK. H.BentlerP. M. (1998). Normal theory based test statistics in structural equation modelling. British Journal of Mathematical and Statistical Psychology, 51(2), 289-309.
