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Validation of the psychological safety, psychological empowerment, intrapreneurial behaviour and individual performance measurements

Abstract

Purpose

The purpose of this study is to assess the validity of the psychological safety (PS), psychological empowerment (PE), intrapreneurial behaviour (IB) and individual performance (IP) construct measurements originally developed in Western individualistic cultures.

Design/methodology/approach

Proportionate stratified systematic sampling was used among the production/operations middle managers in Nigerian medium enterprises (MEs), resulting in 355 valid responses. The measurements were analysed through internal consistency analysis, content, convergent and discriminant validity analysis.

Findings

The result shows that all four construct measurements are suitable and appropriate to gauge the respective constructs in collectivistic cultures such as Nigeria.

Research limitations/implications

Cross-sectional self-reported data were used to analyse the result of this study, which may lead to common method variance.

Practical implications

Organizations, especially MEs, can use the validated measurements of this study to enhance work results in the Nigerian context.

Social implications

Collectivistic cultures can benefit from the widely used measurements of PS, PE, IB and IP despite been originally developed in Western individualistic cultures.

Originality/value

This paper extends the body of knowledge by validating the measurements of PS, PE, IB and IP in collectivistic cultures such as Nigeria. Measurement validation for these constructs is scarce in this context. Thus, this study will provide a consistent and efficient reference for forthcoming studies and improve the credibility and replicability of future research results in collectivistic cultures.

Keywords
Psychological empowerment; Intrapreneurial behaviour; Individual performance; Measurement validation; Psychological safety

1. Introduction

Organizational survival and advancement profoundly rest on the employee individual performance (IP) (Ermalina, Hendriani, & Efni, 2017Ermalina, Hendriani, S., & Efni, Y. (2017). The mediating effect of work enthusiasm on nonfinancial compensation and style of leadership implementation to employee's performance in PT. Instrucom, Riau, Indonesia. International Journal of Applied Business and Economic Research, 15(2), 1–11.), particularly that of production/operations middle managers (Mahmoud, Ahmad, & Poespowidjojo, 2017Mahmoud, M. A., Ahmad, S. B., & Poespowidjojo, D. A. L. (2017). The role of personality on intrapreneurial behavior towards medium enterprise middle manager performance success in Nigeria: A conceptual framework. International Journal of Entrepreneurship and Small & Medium Enterprise, 4, 67–86.). Therefore, high-performing managers can confront competitive compressions (Jyoti & Dev, 2017Jyoti, J., & Dev, M. (2017). Perceived high-performance work system and employee performance: Role of self-efficacy and learning orientation. Metamorphosis: A Journal of Management Research, 15(2), 1–18, doi: 10.1177/0972622516688392.
https://doi.org/10.1177/0972622516688392...
). Intrapreneurial behaviour is believed to boost the IP of managers (Gawke, Gorgievski, & Bakker, 2017aGawke, J. C., Gorgievski, M. J., & Bakker, A. B. (2017a). Personal costs and benefits of employee intrapreneurship: Disentangling the employee intrapreneurship, well-being, and job performance relationship. Journal of Occupational Health Psychology, 23(4), 508, doi: 10.1037/ocp0000105.
https://doi.org/10.1037/ocp0000105...
; MahmoudMahmoud, M. A., Ahmad, S. B., & Poespowidjojo, D. A. L. (2018a). Intrapreneurial behavior, psychological safety and the individual performance of production/operation managers in Nigerian medium enterprises: Pilot test. Advanced Science Letters, 24(1), 423–425. doi: 10.1166/asl.2018.12028.
https://doi.org/10.1166/asl.2018.12028...
, Ahmad, & Poespowidjojo, 2018a, 2018bMahmoud, M. A., Ahmad, S., & Poespowidjojo, D. A. L. (2018b). The relationship between entrepreneurial behavior, psychological factors and individual performance of middle managers in Nigerian medium enterprises: A pilot study. International Journal of Organization & Business Excellence, 3(1), 1–17.). Even so, the workforce in factor and efficiency-driven economies (such as Nigeria) are witnessing a dearth level of intrapreneurial engagements (Bosma et al., 2013Bosma, N., Wennekers, S., Marible, G., Amorós, J. E., Alona, M., & Singer, S. (2013). Global Entrepreneurship Monitor (GEM): Special report on entrepreneurial employee activity. Global Entrepreneurship Research Association (GERA), pp. 7–72.).

Moreover, preceding works of literature recognized the importance of psychological safety (PS) and psychological empowerment (PE) in nurturing the intrapreneurial behaviour (IB; Pradhan & Nath, 2012Pradhan, R. K., & Nath, P. (2012). Perception of entrepreneurial orientation and emotional intelligence: A study on India's future techno-managers. Global Business Review, 13(1), 89–108, doi: 10.1177/097215091101300106.
https://doi.org/10.1177/0972150911013001...
; Mustafa, Martin, & Hughes, 2016Mustafa, M., Martin, L., & Hughes, M. (2016). Psychological ownership, job satisfaction, and middle manager entrepreneurial behavior. Journal of Leadership & Organizational Studies, 23(3), 1–16, doi: 10.1177/1548051815627360.
https://doi.org/10.1177/1548051815627360...
) and IP of managers (Mahmoud, Ahmad, & Poespowidjojo, 2018cMahmoud, M. A., Ahmad, S., & Poespowidjojo, D. A. L. (2018c). The role of psychological safety and psychological empowerment on intrapreneurial behavior towards successful individual performance: A conceptual framework. Sains Humanika, 10(3), 65–72. doi: 10.11113/sh.v10n3.1287.
https://doi.org/10.11113/sh.v10n3.1287...
), particularly in Western cultures (Fellnhofer, Puumalainen, & Sjögrén, 2016Fellnhofer, K., Puumalainen, K., & Sjögrén, H. (2016). Entrepreneurial orientation and performance – Are sexes equal? International Journal of Entrepreneurial Behavior & Research, 22(3), 346–374, doi: 10.1108/09574090910954864.
https://doi.org/10.1108/0957409091095486...
; Frazier, Fainshmidt, Klinger, Pezeshkan, & Vracheva, 2016Frazier, M. L., Fainshmidt, S., Klinger, R. L., Pezeshkan, A., & Vracheva, V. (2016). Psychological safety: A meta-analytic review and extension. Personnel Psychology, 70(1), 113–165, doi: 10.1111/peps.12183.
https://doi.org/10.1111/peps.12183...
; van Dop, Depauw, & Driessens, 2016van Dop, N., Depauw, J., & Driessens, K. (2016). Measuring empowerment: Development and validation of the service user psychological empowerment scale. Journal of Social Service Research, 42(5), 651–664, doi: 10.1080/01488376.2016.1216915.
https://doi.org/10.1080/01488376.2016.12...
). On the other hand, limited studies exist on the relationship between PS, psychological empowerment, IB and IP of managers in developing countries and the context of medium enterprises (MEs) in particular. Likewise, studies that evaluate the suitability of these constructs barely exist in the context of developing countries such as Nigeria and expressly among MEs (Mahmoud et al., 2018cMahmoud, M. A., Ahmad, S., & Poespowidjojo, D. A. L. (2018c). The role of psychological safety and psychological empowerment on intrapreneurial behavior towards successful individual performance: A conceptual framework. Sains Humanika, 10(3), 65–72. doi: 10.11113/sh.v10n3.1287.
https://doi.org/10.11113/sh.v10n3.1287...
).

Consequently, there is copious evidence in the literature that warrants this study, for instance, the paucity of PS literature in developing countries, especially in the African context, and the concentration of PS literature in English speaking cultures (Frazier et al., 2016Frazier, M. L., Fainshmidt, S., Klinger, R. L., Pezeshkan, A., & Vracheva, V. (2016). Psychological safety: A meta-analytic review and extension. Personnel Psychology, 70(1), 113–165, doi: 10.1111/peps.12183.
https://doi.org/10.1111/peps.12183...
), which have prompted many researchers to recommend a further cross-cultural validation of the PS measurements across nations and industries (Edmondson & Lei, 2014Edmondson, A. C., & Lei, Z. (2014). Psychological safety: The history, renaissance, and future of an interpersonal construct. Annual Review of Organizational Psychology and Organizational Behavior, 1(1), 23–43, doi: 10.1146/annurev-orgpsych-031413-091305.
https://doi.org/10.1146/annurev-orgpsych...
; Frazier et al., 2016Frazier, M. L., Fainshmidt, S., Klinger, R. L., Pezeshkan, A., & Vracheva, V. (2016). Psychological safety: A meta-analytic review and extension. Personnel Psychology, 70(1), 113–165, doi: 10.1111/peps.12183.
https://doi.org/10.1111/peps.12183...
). In the same way, studies that validate PE as a single construct have not been seen in the Nigerian context.

Equally, the paucity of IB literature in developing countries has led to the recent calls for further cross-cultural validation of the IB construct measurements (Fellnhofer et al., 2016Fellnhofer, K., Puumalainen, K., & Sjögrén, H. (2016). Entrepreneurial orientation and performance – Are sexes equal? International Journal of Entrepreneurial Behavior & Research, 22(3), 346–374, doi: 10.1108/09574090910954864.
https://doi.org/10.1108/0957409091095486...
). It is, therefore, essential to validate the recently developed generic IP measurement (Koopmans et al., 2014aKoopmans, L., Bernaards, C. M., Hildebrandt, V. H., Lerner, D., de Vet, H. C., & van der Beek, A. J. (2014a). Construct validity of the individual work performance questionnaire. Work, 56(3), 331–337, doi: 10.3233/WOR-152237.
https://doi.org/10.3233/WOR-152237...
) in the context of Nigeria and other developing countries because job-specific performance measurements have dominated the IP literature.

Likewise, the cultural and economic differences between the Western world and the developing countries (Hofstede, 1983Hofstede, G. (1983). National cultures in four dimensions: A research-based theory of cultural differences among nations. International Studies of Management & Organization, 13(1-2), 46–74. doi: 10.1080/00208825.1983.11656358.
https://doi.org/10.1080/00208825.1983.11...
) could threaten the suitability of adopting constructs from the former in the latter. The construct measurements in this study originated from Western cultures, and thus, it may not be appropriate to use them in the context of Nigeria and many other developing countries without further contextual validation. Nigeria and many developing countries have a collectivistic culture with group orientation, in which people view themselves as members of larger groups that support the goals of others when compared to most developed Western societies who are individualistic and self-oriented (Hofstede, 1983Hofstede, G. (1983). National cultures in four dimensions: A research-based theory of cultural differences among nations. International Studies of Management & Organization, 13(1-2), 46–74. doi: 10.1080/00208825.1983.11656358.
https://doi.org/10.1080/00208825.1983.11...
; Triandis, 1995Triandis, H. C. (1995). Individualism and collectivism, Boulder, CO: Westview.). This study will, therefore, provide more information on measurements of the study constructs from the collectivist point of view. Findings of this study will support the extant literature on IB and performance in Nigeria and other developing countries with similar culture. This will also enable forthcoming researchers to compare findings across different settings.

The purpose of this paper is to validate the PS, psychological empowerment, IB and IP in the Nigerian context. Hitherto, no such study was found. Therefore, it is essential to validate the construct measurements prior to any empirical study that may require further multivariate analysis. This will offer additional understanding of the construct measurements in developing countries and facilitate their use in forthcoming researches.

2. Literature review

2.1 Individual performance

IP is defined as employee outcomes and behaviours that are associated with and support organizational goals (Vel, Park, & Liu, 2018Vel, V., Park, I., & Liu, J. (2018). The effect of enterprise crowdsourcing systems on employees' innovative behavior and job performance. 51st HI International Conference on System Sciences, pp. 175–184.). Notwithstanding the implication of IP in both research and practice, little agreement exists on how IP should be conceptualized and measured. This disagreement is detrimental because the valid measurement is a precondition for impeccably establishing the predictors of IP or the efficacy of interventions to increase it (Koopmans et al., 2016Koopmans, L., Bernaards, C. M., Hildebrandt, V. H., Lerner, D., de Vet, H. C., & van der Beek, A. J. (2016). Cross-cultural adaptation of the individual work performance questionnaire. Work, 53(3), 609–619. doi: 10.3233/WOR-152237.
https://doi.org/10.3233/WOR-152237...
). Academics and organization practitioners tend to use customized measures of performance, which lead to measures that do not ordinarily permit comparison across jobs or industries (Welbourne, Johnson, & Erez, 1998Welbourne, T. M., Johnson, D. E., & Erez, A. (1998). The role-based performance scale: Validity analysis of a theory-based measure. Academy of Management Journal, 41(5), 540–555.).

Many studies described IP as a construct that comprises task and contextual performance (Motowidlo & Van Scotter, 1994Motowidlo, S. J., & Van Scotter, J. R. (1994). Evidence that task performance should be distinguished from contextual performance. Journal of Applied Psychology, 79(4), 475–480, doi: 10.1037/0021-9010.79.4.475.
https://doi.org/10.1037/0021-9010.79.4.4...
). Task performances are individual comportments that positively influence the organizational technical core, whereas contextual performances support the social, psychological and organizational setting for the basic functioning of the technical core (Borman & Motowidlo, 1993Borman, W. C., & Motowidlo, S. J. (1993). Expanding the criterion domain to include elements of contextual performance. In N., Schmitt, & W. C., Borman, (Eds.), Personnel selection in organizations. San Francisco: Jossey-Bass, 71–98.). The current study will focus on both task performance (in-role performance) and contextual performance (extra-role performance), because they are the positive behaviours that comprise positive IP, in line with similar studies (see for instance: Yang & Hwang, 2014Yang, C., & Hwang, M. (2014). Personality traits and simultaneous reciprocal influences between job performance and job satisfaction. Chinese Management Studies, 8(1), 6–26, doi: 10.1108/CMS-09-2011-0079.
https://doi.org/10.1108/CMS-09-2011-0079...
; Mustapa & Mahmood, 2016Mustapa, A. N., & Mahmood, R. (2016). Knowledge management and job performance in the public sector: The moderating role of public organizational commitment. International Journal of Research in Business Studies and Management, 3(7), 28–36.).

Studies on IP and human resources challenges focus mainly on larger firms rather than MEs and thus require more empirical attention (Carlson, Upton, & Seaman, 2006Carlson, D. S., Upton, N., & Seaman, S. (2006). The impact of human resource practices and compensation design on performance: An analysis of family-owned SMEs. Journal of Small Business Management, 44(4), 531–543, doi: 10.1111/j.1540-627X.2006.00188.x.
https://doi.org/10.1111/j.1540-627X.2006...
). However, most of the IP measurements used in preceding studies do not capture the generic IP measurements. Therefore, this study aims to validate the recently developed generic performance measurement (Koopmans et al., 2014bKoopmans, L., Bernaards, C. M., Hildebrandt, V. H., Van Buuren, S., Van der Beek, A. J., & De Vet, H. C. (2014b). Improving the individual work performance questionnaire using Rasch analysis. Journal of Applied Measurement, 15(2), 124–149, doi: 10.1136/oemed-2013-101717.51.
https://doi.org/10.1136/oemed-2013-10171...
) among the managerial staff of Nigerian MEs.

2.2 Intrapreneurial behaviour

Intrapreneurship is the organizational entrepreneurship processes that spur innovative actions (Valka, Roseira, & Campos, 2020Valka, K., Roseira, C., & Campos, P. (2020). Determinants of university employee intrapreneurial behavior: The case of Latvian universities. Industry and Higher Education, 34(3), 190–202, doi: 10.1177/0950422219897817.
https://doi.org/10.1177/0950422219897817...
). The IB concept was formed from the entrepreneurship orientation (EO) concept, representing employees’ actions through risk-taking, innovativeness and proactive actions (Covin & Slevin, 1991Covin, J. G., & Slevin, D. P. (1991). A conceptual model of entrepreneurship as firm behavior. Entrepreneurship Theory and Practice, 16(1), 7–25. doi: 10.1177/104225879101600102.
https://doi.org/10.1177/1042258791016001...
; Antoncic & Hisrich, 2003Antoncic, B., & Hisrich, R. D. (2003). Clarifying the intrapreneurship concept. Journal of Small Business and Enterprise Development, 10(1), 7–24, doi: 10.1108/14626000310461187.
https://doi.org/10.1108/1462600031046118...
; Mahmoud et al., 2017Mahmoud, M. A., Ahmad, S. B., & Poespowidjojo, D. A. L. (2017). The role of personality on intrapreneurial behavior towards medium enterprise middle manager performance success in Nigeria: A conceptual framework. International Journal of Entrepreneurship and Small & Medium Enterprise, 4, 67–86.). Though EO is adherent to the firm-level analysis, IB focuses on the individual-level analysis and the literature is subjugated by the former (Gawke, Gorgievski, & Bakker, 2017bGawke, J. C., Gorgievski, M. J., & Bakker, A. B. (2017b). Employee intrapreneurship and work engagement: A latent change score approach. Journal of Vocational Behavior, 100, 88–100, doi: 10.1016/j.jvb.2017.03.002.
https://doi.org/10.1016/j.jvb.2017.03.00...
), with diminute attention devoted to the individual-level EO, i.e. IB (Blanka, 2018Blanka, C. (2018). An individual-level perspective on intrapreneurship: A review and ways forward. Review of Managerial Science, 13(5), 919–961, doi: 10.1007/s11846-018-0277-0.
https://doi.org/10.1007/s11846-018-0277-...
).

Past studies showed middle managers as the leading source of entrepreneurial actions and, therefore, most likely to demonstrate IB (Hornsby, Kuratko, Shepherd, & Bott, 2009Hornsby, J. S., Kuratko, D. F., Shepherd, D. A., & Bott, J. P. (2009). Managers' corporate entrepreneurial actions: Examining perception and position. Journal of Business Venturing, 24(3), 236–247, doi: 10.1016/j.jbusvent.2008.03.002.
https://doi.org/10.1016/j.jbusvent.2008....
). Furthermore, organizations must prompt an intrapreneurship-oriented atmosphere to achieve positive managerial/employee outcomes (Valka et al., 2020Valka, K., Roseira, C., & Campos, P. (2020). Determinants of university employee intrapreneurial behavior: The case of Latvian universities. Industry and Higher Education, 34(3), 190–202, doi: 10.1177/0950422219897817.
https://doi.org/10.1177/0950422219897817...
). Therefore, IB is a requisite for MEs to foster unique opportunities and managerial performance (Bakar, Mahmood, Ramli, & Saad, 2016Bakar, M. S., Mahmood, R., Ramli, A., & Saad, R. M. (2016). Knowledge sharing behaviour and performance of academic leaders: Mediating role of corporate entrepreneurship. Middle-East Journal of Scientific Research, 24(6), 2028–2035, doi: 10.5829/idosi.mejsr.2016.24.06.23624.
https://doi.org/10.5829/idosi.mejsr.2016...
; Fellnhofer et al., 2016Fellnhofer, K., Puumalainen, K., & Sjögrén, H. (2016). Entrepreneurial orientation and performance – Are sexes equal? International Journal of Entrepreneurial Behavior & Research, 22(3), 346–374, doi: 10.1108/09574090910954864.
https://doi.org/10.1108/0957409091095486...
). The validation of individual-level IB measurement in the Nigerian context, precisely among ME managers, is essential.

2.3 Psychological safety

Edmondson (1999)Edmondson, A. (1999). Psychological safety and learning behavior in work teams. Administrative Science Quarterly, 44(2), 350–383, doi: 10.2307/2666999.
https://doi.org/10.2307/2666999...
defined PS as a belief shared by team members or organization members that their organization or team is safe for taking relational risks. PS is the ability of employees to demonstrate themselves without any fear of adversarial costs as to position, personal image or career (Kahn, 1990Kahn, W. A. (1990). Psychological conditions of personal engagement and disengagement at work. Academy of Management Journal, 33(4), 692–724, doi: 10.2307/256287.
https://doi.org/10.2307/256287...
). Thus, employees evaluate whether colleagues, superiors or employers will humiliate them for initiating a novel idea, asking questions, requesting feedback or reporting a blunder (Edmondson, Kramer, & Cook, 2004Edmondson, A. C., Kramer, R. M., & Cook, K. S. (2004). Psychological safety, trust, and learning in organizations: A group-level lens. Trust and distrust in organizations: Dilemmas and approaches (pp. 239–272). New York, NY: Russell Sage Foundation.). Therefore, PS climate offers a work atmosphere where organization members feel safe to express their thoughts or ideas without being reproved (Baer & Frese, 2003Baer, M., & Frese, M. (2003). Innovation is not enough: Climates for initiative and psychological safety, process innovations, and firm performance. Journal of Organizational Behavior, 24(1), 45–68, doi: 10.1002/job.179.
https://doi.org/10.1002/job.179...
). Finally, it is essential to note that PS is a multilevel construct that serves as an individual and team level construct (Edmondson & Lei, 2014Edmondson, A. C., & Lei, Z. (2014). Psychological safety: The history, renaissance, and future of an interpersonal construct. Annual Review of Organizational Psychology and Organizational Behavior, 1(1), 23–43, doi: 10.1146/annurev-orgpsych-031413-091305.
https://doi.org/10.1146/annurev-orgpsych...
; Frazier et al., 2016Frazier, M. L., Fainshmidt, S., Klinger, R. L., Pezeshkan, A., & Vracheva, V. (2016). Psychological safety: A meta-analytic review and extension. Personnel Psychology, 70(1), 113–165, doi: 10.1111/peps.12183.
https://doi.org/10.1111/peps.12183...
). Nevertheless, PS literature is scarce at the individual level, especially in the Nigerian MEs context.

2.4 Psychological empowerment

PE is the psychosomatic amount to which individual elements of the workforce have the occupational control and ability on their work decision and develop meaning and impact from their jobs (Liden, Wayne, & Sparrowe, 2000Liden, R. C., Wayne, S. J., & Sparrowe, R. T. (2000). An examination of the mediating role of psychological empowerment on the relations between the job, interpersonal relationships, and work outcomes. Journal of Applied Psychology, 85(3), 407–416, doi: 10.1037/0021-9010.85.3.407.
https://doi.org/10.1037/0021-9010.85.3.4...
). PE is also defined as the motivational conception of self-efficacy, which is attentive to enabling employees rather than just delegating (Conger & Kanungo, 1988Conger, J. A., & Kanungo, R. N. (1988). The empowerment process: Integrating theory and practice. The Academy of Management Review, 13(3), 471–482. doi: 10.2307/258093.
https://doi.org/10.2307/258093...
). Spreitzer (1995)Spreitzer, M. (1995). Psychological empowerment in the workplace: Dimensions, measurement, and validation. The Academy of Management Journal, 38(5), 1442–1465. broadly defined the PE construct as the enriched intrinsic task motivation established in a set of four different cognitions (meaning, impact, self-determination and competence) that reflect the employee orientation concerning their job role.

Thomas and Velthouse (1990)Thomas, K. W., & Velthouse, B. A. (1990). Cognitive elements of empowerment: An 'interpretive’ model of intrinsic task motivation. The Academy of Management Review, 15(4), 666–681. argued that PE measurement is multidimensional given that it consists of four dimensions; moreover, the absence of any of these four dimensions will inhibit the complete PE construct (Spreitzer, 1995Spreitzer, M. (1995). Psychological empowerment in the workplace: Dimensions, measurement, and validation. The Academy of Management Journal, 38(5), 1442–1465.). Therefore, the distinct PE dimensions cannot sufficiently gauge the construct discretely (Mahmoud et al., 2018cMahmoud, M. A., Ahmad, S., & Poespowidjojo, D. A. L. (2018c). The role of psychological safety and psychological empowerment on intrapreneurial behavior towards successful individual performance: A conceptual framework. Sains Humanika, 10(3), 65–72. doi: 10.11113/sh.v10n3.1287.
https://doi.org/10.11113/sh.v10n3.1287...
). Consequently, Seibert, Wang, and Courtright (2011)Seibert, S. E., Wang, G., & Courtright, S. H. (2011). Antecedents and consequences of psychological and team empowerment in organizations: A meta-analytic review. Journal of Applied Psychology, 96(5), 981–1003, doi: 10.1037/a0022676.
https://doi.org/10.1037/a0022676...
suggested and verified the validity of compressing the four PE dimensions into a unitary/unidimensional construct. Accordingly, this paper adopts the unidimensional PE construct consistent with preceding literature (Park, Kim, & Krishna, 2014Park, S. H., Kim, J.-N., & Krishna, A. (2014). Bottom-up building of an innovative organization. Motivating employee intrapreneurship and scouting and their strategic value. Management Communication Quarterly, 28(4), 531–560, doi: 10.1177/0893318914541667.
https://doi.org/10.1177/0893318914541667...
; Fong & Snape, 2015Fong, K. H., & Snape, E. (2015). Empowering leadership, psychological empowerment and employee outcomes: Testing a multi-level mediating model. British Journal of Management, 26(1), 126–138, doi: 10.1111/1467-8551.12048.
https://doi.org/10.1111/1467-8551.12048...
; Iftikhar, Shahid, Shahab, Mobeen, & Qureshi, 2016Iftikhar, M., Shahid, M. U., Shahab, M. H., Mobeen, M., & Qureshi, M. I. (2016). Exploring the relationship among organizational citizenship behavior, psychological empowerment and turnover intensions with the mediating role of affective commitment. International Review of Management and Marketing, 6(4S), 296–304.). This study aimed to validate the unidimensional PE construct among MEs in the Nigerian context, which is lacking in the study context.

2.5 Relationship between psychological safety, psychological empowerment, intrapreneurial behaviour and individual performance

Preceding studies indicate the relationship between PS, psychological empowerment, IB and IP. For instance, PS has been significantly associated with various positive work outcomes such as the IP dimensions (Idris, Dollard, & Tuckey, 2015Idris, M. A., Dollard, M. F., & Tuckey, M. R. (2015). Psychosocial safety climate as a management tool for employee engagement and performance: A multilevel analysis. International Journal of Stress Management, 22(2), 183–206, doi: 10.1037/a0038986.
https://doi.org/10.1037/a0038986...
; Frazier, Tupper & Fainshmidt, 2016Frazier, M. L., Tupper, C., & Fainshmidt, S. (2016). The path(s) to employee trust in direct supervisor in nascent and established relationships: A fuzzy set analysis. Journal of Organizational Behavior, 30(7), 1023–1043.; Frazier et al., 2016Frazier, M. L., Fainshmidt, S., Klinger, R. L., Pezeshkan, A., & Vracheva, V. (2016). Psychological safety: A meta-analytic review and extension. Personnel Psychology, 70(1), 113–165, doi: 10.1111/peps.12183.
https://doi.org/10.1111/peps.12183...
). Likewise, PE proved to be related to performance at the individual level (Li et al., 2015Li, Y., Wei, F., Ren, S. & Di, Y. (2015). Locus of control, psychological empowerment and intrinsic motivation relation to performance. Journal of Managerial Psychology, 30(4), 422–438, doi: 10.1108/JEIM-07-2014-0077.
https://doi.org/10.1108/JEIM-07-2014-007...
; Ölçer & Florescu, 2015Ölçer, F., & Florescu, M. S. (2015). Mediating effect of job satisfaction in the relationship between psychological empowerment and job performance. Business Excellence and Management, 5(1), 5–32.; Sun, 2016Sun, X. (2016). Psychological empowerment on job performance – mediating effect of job satisfaction. Psychology, 7(4), 584–590. doi: 10.4236/psych.2016.74060.
https://doi.org/10.4236/psych.2016.74060...
). In addition, studies assessing IB and the IP relationship indicate a significant positive relationship (Bakar et al., 2016Bakar, M. S., Mahmood, R., Ramli, A., & Saad, R. M. (2016). Knowledge sharing behaviour and performance of academic leaders: Mediating role of corporate entrepreneurship. Middle-East Journal of Scientific Research, 24(6), 2028–2035, doi: 10.5829/idosi.mejsr.2016.24.06.23624.
https://doi.org/10.5829/idosi.mejsr.2016...
; Fellnhofer et al., 2016Fellnhofer, K., Puumalainen, K., & Sjögrén, H. (2016). Entrepreneurial orientation and performance – Are sexes equal? International Journal of Entrepreneurial Behavior & Research, 22(3), 346–374, doi: 10.1108/09574090910954864.
https://doi.org/10.1108/0957409091095486...
). Nevertheless, it is worth noting that the literature on these variables is scarce in developing countries.

3. Methodology

3.1 Research design, population, sample and data collection procedure

This paper adopts the quantitative methodology through hand-delivered questionnaires to collect data from Nigerian MEs’ production/operations managers. MEs are firms that employ 50–199 people (SMEDAN/NBS, 2013SMEDAN/NBS (2013). Small and medium enterprises development agency of Nigeria (SMEDAN) and national bureau of statistics (NBS) collaborative survey: Selected findings. Retrieved from https://www.smedan.gov.ng/images/PDF/2013-MSME-Survey-Summary-Report.pdf
https://www.smedan.gov.ng/images/PDF/201...
). Production/operations managers are strategic employees, as they are responsible for a firm’s daily production/operations and the leading source of entrepreneurial behaviour (Hornsby et al., 2009Hornsby, J. S., Kuratko, D. F., Shepherd, D. A., & Bott, J. P. (2009). Managers' corporate entrepreneurial actions: Examining perception and position. Journal of Business Venturing, 24(3), 236–247, doi: 10.1016/j.jbusvent.2008.03.002.
https://doi.org/10.1016/j.jbusvent.2008....
) and performance (Bakar et al., 2016Bakar, M. S., Mahmood, R., Ramli, A., & Saad, R. M. (2016). Knowledge sharing behaviour and performance of academic leaders: Mediating role of corporate entrepreneurship. Middle-East Journal of Scientific Research, 24(6), 2028–2035, doi: 10.5829/idosi.mejsr.2016.24.06.23624.
https://doi.org/10.5829/idosi.mejsr.2016...
). The population studied covered 2,014 production/operations managers from each of the registered MEs from Sokoto Kano, Kaduna, Oyo and Lagos states in Northern and Southern Nigeria which host more than half of the country’s MEs (SMEDAN/NBS, 2013SMEDAN/NBS (2013). Small and medium enterprises development agency of Nigeria (SMEDAN) and national bureau of statistics (NBS) collaborative survey: Selected findings. Retrieved from https://www.smedan.gov.ng/images/PDF/2013-MSME-Survey-Summary-Report.pdf
https://www.smedan.gov.ng/images/PDF/201...
). The sample size of 323 respondents was estimated (Krejcie & Morgan, 1970Krejcie, R. V., & Morgan, D. W. (1970). Determining sample size for research activities. Educational and Psychological Measurement, 30(3), 607–610, doi: 10.1177/001316447003000308.
https://doi.org/10.1177/0013164470030003...
), which was later doubled to 646 to reduce the sampling error and attain the required sample size (Hair, Wolfinbarger, & Ortinall, 2008Hair, J. F., Wolfinbarger, M. F., & Ortinall, D. J. (2008). Essential of marketing research, Boston, MA: McGraw Hill/Irwin.). This is consistent with the response challenges in the context of this study (Mahmoud, Garba, & Abdullah, 2020Mahmoud, M. A., Garba, A. S., Abdullah, Y. A., & Ali, A. I. (2020). Assessment of entrepreneurship education on the relationship between attitude, subjective norms, perceived behavioural control and entrepreneurial intention. International Journal of Business and Technopreneurship, 10(2), 197–210., Mahmoud, Mahmoud, Abubakar, Garba, & Daneji, 2021Mahmoud, M. A., Mahmoud, A., Abubakar, S. L., Garba, A. S., & Daneji, B. A. (2021). COVID-19 operational disruption and SMEs' performance: The moderating role of disruption orientation and government support. Benchmarking: An International Journal, doi: 10.1108/bij-03-2021-0131.
https://doi.org/10.1108/bij-03-2021-0131...
). To ensure the proper representation of each state, we used a proportionate stratified systematic sampling method to pick samples from each state of the population. From the 646 questionnaires, 407 have been reclaimed, out of which 355 were usable, representing a 55% usable rate of response.

3.2 Measurements

This study adopted all the construct measurements from preceding researches; IP was adopted from the 13 items measurement of task and contextual IP by Koopmans et al. (2014a)Koopmans, L., Bernaards, C. M., Hildebrandt, V. H., Lerner, D., de Vet, H. C., & van der Beek, A. J. (2014a). Construct validity of the individual work performance questionnaire. Work, 56(3), 331–337, doi: 10.3233/WOR-152237.
https://doi.org/10.3233/WOR-152237...
, IB was adopted using 15 items originally developed by Stull (2005)Stull, M. G. (2005). Intrapreneurship in nonprofit organizations: Examining the factors that facilitate entrepreneurial behavior among employees. Executive Doctor of Management Program, doi: 10.1017/CBO9781107415324.004.
https://doi.org/10.1017/CBO9781107415324...
, PS was adopted using 7 items originally developed by Edmondson (1999)Edmondson, A. (1999). Psychological safety and learning behavior in work teams. Administrative Science Quarterly, 44(2), 350–383, doi: 10.2307/2666999.
https://doi.org/10.2307/2666999...
, PE was adopted from the 12 items originally developed by Spreitzer (1995)Spreitzer, M. (1995). Psychological empowerment in the workplace: Dimensions, measurement, and validation. The Academy of Management Journal, 38(5), 1442–1465. as a unidimensional construct (Seibert et al., 2011Seibert, S. E., Wang, G., & Courtright, S. H. (2011). Antecedents and consequences of psychological and team empowerment in organizations: A meta-analytic review. Journal of Applied Psychology, 96(5), 981–1003, doi: 10.1037/a0022676.
https://doi.org/10.1037/a0022676...
). A five-point Likert scale was used for all the items with ratings ranging from 1 to 5 (strongly disagree to strongly agree). This scale can accurately measure the concepts (Hair, Black, Babin, & Anderson, 2010Hair, J. F., Jr, Black, J. W., Babin, B. J., & Anderson, E. R. (2010). Multivariate data analysis (7th ed.), Edinburgh, UK: Pearson Education Limited.; Tay, Tan, Yahya, & Rasli, 2020Tay, L. C., Tan, F. Y., Yahya, K. K., & Rasli, A. (2020). Validation of corporate environmental citizenship measurement in Malaysia. European Business Review, 33(2), 345–360, doi: 10.1108/EBR-11-2018-0196.
https://doi.org/10.1108/EBR-11-2018-0196...
).

3.3 Content validity

The content or face validity works as a method over which an expert panel or a small sample is consulted to judge the selected items' aptness in measuring a particular construct (Hair, Money, Samouel, & Page, 2007Hair, J. F., Money, A. H., Samouel, P., & Page, M. (2007). Research method for business, West Sussex, England: John Wiley and Sons Ltd.; Sekaran & Bougie, 2010Sekaran, U., & Bougie, R. (2010). Research methods for business: A skill-building approach (5th ed.), United Kingdom; New York, NY: John Wiley & Sons Ltd.). Therefore, content validity is built on experts' assessment (Dahiya & Rangnekar, 2020Dahiya, R., & Rangnekar, S. (2020). Validation of satisfaction with life scale in the Indian manufacturing sector. Asia-Pacific Journal of Business Administration, 12(3/4), 251–268, doi: 10.1108/APJBA-03-2019-0045.
https://doi.org/10.1108/APJBA-03-2019-00...
). A minimum of three and a maximum of ten experts are required for a satisfactory content validity result (Lynn, 1986Lynn, M. R. (1986). Determination and quantification of content validity. Nursing Research, 35(6), 382–385.). Seven management experts from two universities reviewed the questionnaire to ascertain the content validity. The outcome revealed a lower ambiguity level since all items of the constructs were adopted. However, all items on PS and IB have been rephrased to reflect the individual level of analysis.

3.4 Pilot study

After the content validity scrutiny of the study’s four constructs, namely, PE, PS, IB and IP, a pilot study was conducted (Mahmoud et al., 2018cMahmoud, M. A., Ahmad, S., & Poespowidjojo, D. A. L. (2018c). The role of psychological safety and psychological empowerment on intrapreneurial behavior towards successful individual performance: A conceptual framework. Sains Humanika, 10(3), 65–72. doi: 10.11113/sh.v10n3.1287.
https://doi.org/10.11113/sh.v10n3.1287...
) to observe the items' comprehension and clarity to respondents. Pilot studies are a crucial step prior to the actual collection of data to eliminate vague items from the questionnaire (Mahmoud et al., 2018cMahmoud, M. A., Ahmad, S., & Poespowidjojo, D. A. L. (2018c). The role of psychological safety and psychological empowerment on intrapreneurial behavior towards successful individual performance: A conceptual framework. Sains Humanika, 10(3), 65–72. doi: 10.11113/sh.v10n3.1287.
https://doi.org/10.11113/sh.v10n3.1287...
; Tay et al., 2020Tay, L. C., Tan, F. Y., Yahya, K. K., & Rasli, A. (2020). Validation of corporate environmental citizenship measurement in Malaysia. European Business Review, 33(2), 345–360, doi: 10.1108/EBR-11-2018-0196.
https://doi.org/10.1108/EBR-11-2018-0196...
). Sample responses are typically small for most pilot tests (Fink, 2003Fink, A. (2003). The survey handbook (Vol. 1), Thousand Oaks, CA: Sage.); nevertheless, it is acceptable to raise it to a hundred (Dillman, 2007Dillman, D. A. (2007). Mail and internet surveys: The tailored design method (2nd ed.), New York, NY: John Wiley & Sons, Inc.) thus, this study distributed 60 questionnaires only for the pilot test which is considered a small sample compared to the population. A total of 60 questionnaires were administered randomly to production/operations managers of MEs, 41 of which were completed and returned, making a pilot response rate of 68.3%. The data were analysed for the items' reliability by the Statistical Package Social Science (SPSS) version 24, which revealed greater reliability results with Cronbach coefficients beyond 0.7 (Table 1).

Table 1.
Results of reliability analysis (pilot study)

4. Data analysis

4.1 Data screening

Prior to the data analysis, the raw data were screened to avoid errors that could impact the final analysis. The screening of data is essential, as it assists researchers in detecting any possible violations to basic multivariate analysis assumptions (Hair et al., 2007Hair, J. F., Money, A. H., Samouel, P., & Page, M. (2007). Research method for business, West Sussex, England: John Wiley and Sons Ltd.; Mahmoud, Muharam, & Mas'ud, 2015Mahmoud, M. A., Muharam, F. M., & Mas'ud, A. (2015). Factors that influence the entrepreneurial intention of Nigerian postgraduates: Preliminary analysis and data screening. Asian Social Science, 11(4), 180–189, doi: 10.5539/ass.v11n4p180.
https://doi.org/10.5539/ass.v11n4p180...
). The initial step is the analysis of missing data values. Missing data denotes the nonappearance of appropriate value(s) on any of the study variables for data analysis (Hair et al., 2010Hair, J. F., Jr, Black, J. W., Babin, B. J., & Anderson, E. R. (2010). Multivariate data analysis (7th ed.), Edinburgh, UK: Pearson Education Limited.). The frequency test was computed using SPSS version 24 to ascertain if any data value was missing. No single case of missing data was observed in this study, and this is a sequel to the precautionary measures taken by the researcher by checking through all questions on receipt of each returned questionnaire to make sure all questions are duly responded.

The next procedure is the reverse coding of negatively worded items. All questions that were negatively worded in the questionnaire were reversed, including IB3, PS1, PS3, PS5. The SPSS transformation function was used to reverse these items to ensure similar responses with all items under the same category of constructs in the questionnaire (Tay et al., 2020Tay, L. C., Tan, F. Y., Yahya, K. K., & Rasli, A. (2020). Validation of corporate environmental citizenship measurement in Malaysia. European Business Review, 33(2), 345–360, doi: 10.1108/EBR-11-2018-0196.
https://doi.org/10.1108/EBR-11-2018-0196...
).

The third step is the outlier assessment, which involves the univariate and multivariate outliers. Outliers are extreme item scores that could significantly influence the results – either too low, too high – or an exceptional mixture of values through several variables (Hair et al., 2010Hair, J. F., Jr, Black, J. W., Babin, B. J., & Anderson, E. R. (2010). Multivariate data analysis (7th ed.), Edinburgh, UK: Pearson Education Limited.). Outliers can seriously misrepresent regression coefficient estimates and lead to inconsistent results (Verardi & Croux, 2008Verardi, V., & Croux, C. (2008). Robust regression in Stata. Available at SSRN 1369144.); however, a researcher can decide to retain or exclude outlier cases depending on their type (Hair et al., 2010Hair, J. F., Jr, Black, J. W., Babin, B. J., & Anderson, E. R. (2010). Multivariate data analysis (7th ed.), Edinburgh, UK: Pearson Education Limited.). To detect the univariate outliers, we used a standardized Z score value method to identify responses that have a standardized value of ±3.29 or above (Tabachnick & Fidell, 2007Tabachnick, B. G., & Fidell, L. S. (2007). Using multivariate statistics (5th ed.), Boston, MA: Pearson Education Inc.). As a result, 52 outlier cases were identified and deleted with above-standardized Z score values.

Likewise, the Mahalanobis distance (D2) was computed to detect multivariate outlier cases (Tabachnick & Fidell, 2007Tabachnick, B. G., & Fidell, L. S. (2007). Using multivariate statistics (5th ed.), Boston, MA: Pearson Education Inc.). Given the 47 items of the study questionnaire, the threshold recommended for the chi-square is 64. Consequently, any response with a Mahalanobis value of 64 or above must be deleted. However, no single case of a multivariate outlier was found. Thus, 355 responses were left for further analysis.

The fourth step is the normality check. Normality is evaluated either by graphical or statistical procedures. The statistical procedure analyses normality through skewness and kurtosis, whereas the graphical procedure is analysed through histogram residual plot. The histogram residual plot represents the data distribution shape for all constructs and their contiguity to normal distribution. The histogram residual plot needs to look at normality distributed to meet the normality assumptions (Tabachnick & Fidell, 2007Tabachnick, B. G., & Fidell, L. S. (2007). Using multivariate statistics (5th ed.), Boston, MA: Pearson Education Inc.). In a big sample of more than 200 responses, the graphical procedure is recommended rather than the statistical procedure because a big sample lessens the standard error, which inflates the statistical skewness and kurtosis values (Field, 2009Field, A. (2009). Discovering statistics using SPSS (3rd ed.), London, UK: Sage.). Since the sample responses of this study are more than 200, the graphical method for evaluating normality of the collected data is utilized instead of the statistical approach (Tabachnick & Fidell, 2007Tabachnick, B. G., & Fidell, L. S. (2007). Using multivariate statistics (5th ed.), Boston, MA: Pearson Education Inc.). The residual plot appears to be distributed normally in this study, and, therefore, the assumptions of normality were satisfied.

4.2 Internal consistency

Internal consistency is the magnitude to which all items are measuring the same concept on a certain scale or subscale (Sun et al., 2007Sun, W., Chou, C.-P., Stacy, A. W., Ma, H., Unger, J., & Gallaher, P. (2007). SAS and SPSS macros to calculate standardized Cronbach's alpha using the upper bound of the phi coefficient for dichotomous items. Behavior Research Methods, 39(1), 71–81, doi: 10.3758/BF03192845.
https://doi.org/10.3758/BF03192845...
). The most frequently used techniques for gauging instruments’ reliability for organizational studies are the composite reliability and Cronbach’s alpha coefficient (McCrae, Kurtz, Yamagata, & Terracciano, 2011McCrae, R. R., Kurtz, J. E., Yamagata, S., & Terracciano, A. (2011). Internal consistency, retest reliability, and their implications for personality scale validity. Personality and Social Psychology Review, 15(1), 28–50, doi: 10.1177/1088868310366253.
https://doi.org/10.1177/1088868310366253...
; Peterson & Kim, 2013Peterson, R. A., & Kim, Y. (2013). On the relationship between coefficient alpha and composite reliability. Journal of Applied Psychology, 98(1), 194–198, doi: 10.1037/a0030767.
https://doi.org/10.1037/a0030767...
).

Though Cronbach’s alpha has been more popular among researchers, it is accompanied by the composite reliability in this study for two important reasons. First, the coefficients of composite reliability offer a reliability estimate that is considerably less biased than the coefficients of Cronbach’s alpha since the later posits that all items equally contribute to the construct with no regard to the real contribution of individual loadings (Barclay, Higgins, & Thompson, 1995Barclay, D., Higgins, S., & Thompson, R. (1995). The partial least squares approach to causal modelling: Personal computer adoption and use as an illustration. Technology Studies, 2, 285–374.; Gotz, Liehr-Gobbers, & Krafft, 2010Gotz, O., Liehr-Gobbers, K., & Krafft, M. (2010). Evaluation of structural equation models using the partial least squares (PLS) approach. In V. E. Vinzi, W. W. Chin, J. Henseler, & H. Wang (Eds.), Handbook of partial least squares: Concepts, methods and applications. Heidelberg: Springer, 691–711.). Secondly, Cronbach’s alpha may either underestimate or overestimate the reliability of the scale.

Meanwhile, the coefficient of composite reliability considers that the indicators have loadings that are divergent and which may be construed in the same manner as Cronbach’s alpha. For any of the reliability coefficients used, a reliability coefficient value beyond 0.70 is considered sufficient for a satisfactory model, whereas coefficient values lower than 0.60 are not reliable (Hair, Ringle, & Sarstedt, 2011Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed. A silver bullet. Journal of Marketing Theory and Practice, 19(2), 139–152, doi: 10.2753/MTP1069-6679190202.
https://doi.org/10.2753/MTP1069-66791902...
). However, coefficient values of 0.95 and higher are problematic, as they indicate the items are redundant (Hair et al., 2019Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. doi: 10.1108/EBR-11-2018-0203.
https://doi.org/10.1108/EBR-11-2018-0203...
).

Table 2 displays the coefficients of composite reliability and Cronbach’s alpha for the study constructs. As presented in Table 2, the internal consistency for all variables in this study is valid since all the constructs present a value above 0.70 and lower than 0.95 (Hair et al., 2019Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. doi: 10.1108/EBR-11-2018-0203.
https://doi.org/10.1108/EBR-11-2018-0203...
).

Table 2.
Internal consistency and convergent validity

4.3 Validity test

4.3.1 Convergent validity.

Convergent validity is the amount to which research items represent the study constructs correctly correlated with other measures of the matching construct (Hair, Black, Babin, Anderson, & Tatham, 2006Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., & Tatham, R. L. (2006). Multivariate data analysis (6th ed.), Upper Saddle River, NJ: Pearson/Prentice Hall.). The average variance extracted (AVE) was used to examine the convergent validity for each construct (Fornell & Larcker, 1981Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50, doi: 10.2307/3151312.
https://doi.org/10.2307/3151312...
). The AVE for each variable must not be less than 0.50 to realize a sufficient convergent validity (Chin, 1998Chin, W. W. (1998). The partial least squares approach to structural equation modelling. In G. A. Marcoulides (Ed.), Modern methods for business research (pp. 295–336). Mahwah, NJ: Laurence Erlbaum Associates.). In the course of achieving the minimum of 0.50 AVE values, five items were deleted from the 47 questionnaire items, namely, PS6, IB2, IB3, IB4 and IP13, meaning that three items were not relevant for the IB construct and one item each for the IP and PS constructs. Finally, a sufficient convergent validity was achieved for each construct, with AVE values of more than 0.50 for all the study constructs (Table 2).

4.3.2 Discriminant validity.

The amount to which a specific construct diverges from other constructs is referred to as the discriminant validity (Duarte & Raposo, 2010Duarte, P. A. O., & Raposo, M. L. B. (2010). A PLS model to study brand preference: An application to the mobile phone market. Handbook of partial least squares (pp. 449–485). Berlin-Heidelberg, Germany: Springer.). The Fornell and Larcker (1981)Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50, doi: 10.2307/3151312.
https://doi.org/10.2307/3151312...
AVE square root technique was employed to ascertain discriminant validity in this study by comparing the constructs’ correlations with AVE square roots (Fornell & Larcker, 1981Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50, doi: 10.2307/3151312.
https://doi.org/10.2307/3151312...
). Table 3 portrays the AVE square root values (in boldface), compared with correlations among the study constructs, which specifies that all the AVE square root values are higher than the constructs’ correlations. This signifies an acceptable discriminant validity (Fornell & Larcker, 1981Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50, doi: 10.2307/3151312.
https://doi.org/10.2307/3151312...
).

Table 3.
Correlations of variables and square roots of average variance extracted

5. Discussion

The PS, PE, IB and IP constructs have gained universal popularity among organizational psychology and management scholars, but the measurement validation of these constructs in non-Western cultures has been rare, especially within the African context. Thus, this study will develop the broad applicability and practicality of these construct’s measurement in the Nigerian context. Studies on the organizational behaviour constructs such as PS, PE, IB and IP are also generally very uncommon in the context of MEs (Carlson et al., 2006Carlson, D. S., Upton, N., & Seaman, S. (2006). The impact of human resource practices and compensation design on performance: An analysis of family-owned SMEs. Journal of Small Business Management, 44(4), 531–543, doi: 10.1111/j.1540-627X.2006.00188.x.
https://doi.org/10.1111/j.1540-627X.2006...
), particularly in Nigeria (Abdullah, Bilau, Enegbuma, Ajagbe, & Ali, 2011Abdullah, A., Bilau, A., Enegbuma, W., Ajagbe, A. M., & Ali, K. N. (2011). Evaluation of job satisfaction and performance of employees in small and medium sized construction firms in Nigeria. In 2nd International Conference on Construction and Project Management – IPEDR, Vol. 15, pp. 225–229, doi: 10.7763/IJSSH.2012.V2.65.
https://doi.org/10.7763/IJSSH.2012.V2.65...
; Mahmoud et al., 2018cMahmoud, M. A., Ahmad, S., & Poespowidjojo, D. A. L. (2018c). The role of psychological safety and psychological empowerment on intrapreneurial behavior towards successful individual performance: A conceptual framework. Sains Humanika, 10(3), 65–72. doi: 10.11113/sh.v10n3.1287.
https://doi.org/10.11113/sh.v10n3.1287...
; Mahmoud et al., 2018bMahmoud, M. A., Ahmad, S., & Poespowidjojo, D. A. L. (2018b). The relationship between entrepreneurial behavior, psychological factors and individual performance of middle managers in Nigerian medium enterprises: A pilot study. International Journal of Organization & Business Excellence, 3(1), 1–17.). Indeed, no study was found to validate the PS, PE, IB and IP constructs’ measurement used for this study in the Nigerian setting.

Therefore, this study bridges the validation gap to establish the appropriateness of the constructs in the Nigerian context because most of the construct measurements were developed in Western cultures. We submitted data to preliminary screening and construct validity to achieve this purpose. The content validity established that all measurements of the constructs had sufficient face validity. In the process, proper modifications were made wherever necessary in some of the constructs items based on expert comments. This is because the construct items may be misconstrued in the Nigerian MEs’ context if the content measurements are not properly validated. Furthermore, favourable pilot test results have also been witnessed through high-reliability values, so no item was deleted during the pilot test stage.

Moreover, the convergent and discriminant validity were accomplished. In the convergent validity, all item loadings with values that are lower than 0.40 have been deleted (Hair, Hult, Ringle, & Sarstedt, 2014Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2014). A primer on partial least squares structural equation modeling (PLS-SEM), Thousand Oaks, CA: Sage Publications.), including IB2, IB3, IB4, PS6 and IP13. Cronbach’s alpha and composite reliability values show that all the constructs had sufficient reliability values greater than 0.7 (Hair et al., 2011Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed. A silver bullet. Journal of Marketing Theory and Practice, 19(2), 139–152, doi: 10.2753/MTP1069-6679190202.
https://doi.org/10.2753/MTP1069-66791902...
). Likewise, the AVE values indicate adequate convergent validity for each construct (Chin, 1998Chin, W. W. (1998). The partial least squares approach to structural equation modelling. In G. A. Marcoulides (Ed.), Modern methods for business research (pp. 295–336). Mahwah, NJ: Laurence Erlbaum Associates.). The discriminant validity result also specifies that all the constructs had sufficient validity. Thus, the measurements of all four constructs are appropriate and valid for further empirical studies that relate to such constructs in the Nigerian context.

However, it is noteworthy that five items were deleted from the 47 items of the four constructs due to poor loadings; this includes three items from the IB construct (IB2, IB3 and IB4), one item from the PS construct (PS6), and one item from the IP construct (IP13). Thus, the study results revealed some variations of items for all the constructs except PE which has a complete set of valid items without deletion in the Nigerian context. Consequently, all measurements of the study constructs are reliable and valid for future empirical research in Nigeria.

6. Theoretical and practical implications

This paper theoretically conceptualized all study constructs as valid individual level unidimensional constructs that can be utilized for research studies in Nigeria. Though some studies used PE (Spreitzer, 1995Spreitzer, M. (1995). Psychological empowerment in the workplace: Dimensions, measurement, and validation. The Academy of Management Journal, 38(5), 1442–1465.; Sun, 2016Sun, X. (2016). Psychological empowerment on job performance – mediating effect of job satisfaction. Psychology, 7(4), 584–590. doi: 10.4236/psych.2016.74060.
https://doi.org/10.4236/psych.2016.74060...
), IB (Bakar, Ramli, Saad, Poespowidjojo, & Ibrahim, 2017Bakar, M. S., Ramli, A., Saad, R. M., Poespowidjojo, D. A. L., & Ibrahim, N. A. (2017). Linking intrapreneurial risk-taking to academic leaders' performance. International Journal of Economic Research, 14(16), 455–462.) and IP (Koopmans et al., 2014bKoopmans, L., Bernaards, C. M., Hildebrandt, V. H., Van Buuren, S., Van der Beek, A. J., & De Vet, H. C. (2014b). Improving the individual work performance questionnaire using Rasch analysis. Journal of Applied Measurement, 15(2), 124–149, doi: 10.1136/oemed-2013-101717.51.
https://doi.org/10.1136/oemed-2013-10171...
; Sun, 2016Sun, X. (2016). Psychological empowerment on job performance – mediating effect of job satisfaction. Psychology, 7(4), 584–590. doi: 10.4236/psych.2016.74060.
https://doi.org/10.4236/psych.2016.74060...
) as multidimensional constructs, several other studies established PE (Seibert et al., 2011Seibert, S. E., Wang, G., & Courtright, S. H. (2011). Antecedents and consequences of psychological and team empowerment in organizations: A meta-analytic review. Journal of Applied Psychology, 96(5), 981–1003, doi: 10.1037/a0022676.
https://doi.org/10.1037/a0022676...
; Fong & Snape, 2015Fong, K. H., & Snape, E. (2015). Empowering leadership, psychological empowerment and employee outcomes: Testing a multi-level mediating model. British Journal of Management, 26(1), 126–138, doi: 10.1111/1467-8551.12048.
https://doi.org/10.1111/1467-8551.12048...
), IB (Fellnhofer et al., 2016Fellnhofer, K., Puumalainen, K., & Sjögrén, H. (2016). Entrepreneurial orientation and performance – Are sexes equal? International Journal of Entrepreneurial Behavior & Research, 22(3), 346–374, doi: 10.1108/09574090910954864.
https://doi.org/10.1108/0957409091095486...
; Valsania, Moriano, & Molero, 2016Valsania, S. E., Moriano, J. A., & Molero, F. (2016). Authentic leadership and intrapreneurial behavior: Cross-level analysis of the mediator effect of organizational identification and empowerment. International Entrepreneurship and Management Journal, 12(1), 131–152, doi: 10.1007/s11365-014-0333-4.
https://doi.org/10.1007/s11365-014-0333-...
) and IP (Fellnhofer et al., 2016Fellnhofer, K., Puumalainen, K., & Sjögrén, H. (2016). Entrepreneurial orientation and performance – Are sexes equal? International Journal of Entrepreneurial Behavior & Research, 22(3), 346–374, doi: 10.1108/09574090910954864.
https://doi.org/10.1108/0957409091095486...
; Johari & Yahya, 2016Johari, J., & Yahya, K. K. (2016). Job characteristics, work involvement, and job performance of public servants. European Journal of Training and Development, 40(7), 554–575, doi: 10.1108/MBE-09-2016-0047.
https://doi.org/10.1108/MBE-09-2016-0047...
) as unidimensional constructs. Likewise, most studies focused on the team level PS (Edmondson, 1999Edmondson, A. (1999). Psychological safety and learning behavior in work teams. Administrative Science Quarterly, 44(2), 350–383, doi: 10.2307/2666999.
https://doi.org/10.2307/2666999...
; Edmondson et al., 2004Edmondson, A. C., Kramer, R. M., & Cook, K. S. (2004). Psychological safety, trust, and learning in organizations: A group-level lens. Trust and distrust in organizations: Dilemmas and approaches (pp. 239–272). New York, NY: Russell Sage Foundation.); therefore, this paper also focused on and validated the individual level PS.

In sum, this study improved the preceding measurements and developed the literature by offering a better understanding of the unidimensional nature of PS, PE, IB and IP, which will be very helpful to future researchers. A vigorous process of measurement validation was used that comprised content/face validity, pilot testing, test of internal consistency, convergent and discriminant validity analysis to validate the construct measurements of the study. Empirically, the construct measurements proved to be internally consistent and valid and can confidently be used by scholars and practitioners in the study context. Thus, this study will improve the credibility and replicability of future research results in the Nigerian and African contexts and provide a consistent and efficient reference for forthcoming studies.

In practical terms, MEs should understand the importance of all measurements in the study constructs to improve work outcomes, because all the constructs are presented as unidimensional ones, as verified in this study. MEs must also understand the importance of all the study constructs in enhancing the production/operations managers' work results. For instance, MEs need to have psychologically safe and psychologically empowered managers to adopt IB, eventually resulting in the superior performance of individual managers, necessary for organizational survival (Mahmoud et al., 2018cMahmoud, M. A., Ahmad, S., & Poespowidjojo, D. A. L. (2018c). The role of psychological safety and psychological empowerment on intrapreneurial behavior towards successful individual performance: A conceptual framework. Sains Humanika, 10(3), 65–72. doi: 10.11113/sh.v10n3.1287.
https://doi.org/10.11113/sh.v10n3.1287...
).

7. Limitations, directions for future research and conclusion

In self-assessment measurements, cognitive bias issues are very likely, which could limit the study. This is because respondents may go for socially desirable answers against their honest opinions, which may be socially unfavourable. As such, forthcoming studies may incorporate the qualitative technique to augment the accuracy of these findings. Furthermore, a cross-sectional data collection method was used, collecting data only once, so future studies could employ the longitudinal data collection technique. The data was also limited to MEs in Nigeria, limiting results generalization to small, large and public sector organizations. Therefore, future researchers should test the validity of the study constructs across small, large and public sector organizations.

In conclusion, this study proves the validity and applicability of PS, PE, IB and IP construct measurements in Nigeria. Nonetheless, it is essential to note that some of the original items for PS, IB and IP construct measurements were not compatible with the Nigerian context and were deleted due to lower loadings. These items include PS6, IB2, IB3, IB4 and IP13. Hence, PS, IB and IP measurements retained in this study indicate slight variance with the original items of the constructs. Therefore, all the measurements presented in the results of this study can work as a crucial tool that will provide more insight into the PS, PE, IB and IP constructs in the context of Nigeria.

  • The authors are grateful to Universiti Utara Malaysia for providing data collection grant for this study.

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Appendix

Table A1.
Psychological safety

Edited by

Associate editor: Muriel Fadairo

Publication Dates

  • Publication in this collection
    29 Aug 2022
  • Date of issue
    Jul-Sep 2022

History

  • Received
    04 Nov 2020
  • Reviewed
    03 May 2021
  • Reviewed
    09 Feb 2022
  • Accepted
    07 Mar 2022
Universidade de São Paulo Avenida Professor Luciano Gualberto, 908, sala F184, CEP: 05508-900, São Paulo , SP - Brasil, Telefone: (11) 3818-4002 - São Paulo - SP - Brazil
E-mail: rausp@usp.br