Legitimacy for Sustainability: A Case of A Strategy Change for An Oil and Gas Company
Abstract
:1. Introduction
2. Theoretical Aspects
2.1. Legitimacy as A Catalyst for Sustainability
2.2. Model and Hypotheses
3. Research Method
3.1. Oil and Gas Industry toward Renewable Energy
3.2. Description of the Dataset
3.3. Step 1: Development and Refinement of Institutional Measures
4. Data Analysis and Results
4.1. Step 2: Scale Evaluation and Validation
4.1.1. Model Fit
4.1.2. Model Validity
External Validation
Construct Reliability (CR)
Convergent Validity (AVE)
Discriminant Validity (MSV)
4.2. Testing Hypotheses
5. Discussion
6. Conclusions, Limitations, and Future Studies
Informed Consent
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Appendix A. Summary of the Analysis of Hypotheses
Hypothesis | Quantitative Analysis | Comment |
Hypothesis 1 | Supported | The positive relationship between regulative pillar and transition toward sustainability was supported. This confirms that our case company has new policies and strategies to invest in RE practices. |
Hypothesis 2 | Supported | The positive relationship between normative pillar and transition toward sustainability was supported, but comes second place after the regulative. This also confirms that internal employees are engaged and have a self-interest toward the new sustainable shift in the company. |
Hypothesis 3 | Not Supported | The relationship between cognitive legitimacy and transition toward sustainability was not supported. This informs us that sustainable activities are not fully legitimized in the company. The sustainable activities have been introduced recently in the company, and it requires more time to be accepted by everyone in the company. |
Hypothesis 4 | Not Supported | The relationship between gender and transition toward sustainability was not supported in this study. This shows that there is no gender effect on legitimizing sustainable activities. This shows that the employees are interested in making the OG company a cleaner one. |
References
- Werbach, A. Strategy for Sustainability: A Business Manifesto; Harvard Business: Boston, MA, USA, 2009. [Google Scholar]
- Peng, Y.; Li, J.; Yi, J. International Oil Companies’ Low-Carbon Strategies: Confronting the Challenges and Opportunities of Global Energy Transition. IOP Conf. Ser. Earth Environ. Sci. 2019, 237. [Google Scholar] [CrossRef]
- Rodrigues, M.; Franco, M. The Corporate Sustainability Strategy in Organisations: A Systematic Review and Future Directions. Sustainability 2019, 11, 6214. [Google Scholar] [CrossRef] [Green Version]
- Schrettle, S.; Hinz, A.; Scherrer-Rathje, M.; Friedli, T. Turning sustainability into action: Explaining firms’ sustainability efforts and their impact on firm performance. Int. J. Prod. Econ. 2014, 147, 73–84. [Google Scholar] [CrossRef]
- Deephouse, D.L.; Suchman, M. Legitimacy in organizational institutionalism. In The Sage Handbook of Organizational Institutionalism; Greenwood, R., Oliver, C., Sahlin, K., Suddaby, R., Eds.; SAGE Publications: London, UK, 2008; pp. 49–77. [Google Scholar]
- Galaskiewicz, J. Interorganizational Relations. Annu. Rev. Sociol. 1985, 11, 281–304. [Google Scholar] [CrossRef]
- Hargadon, A.B.; Douglas, Y. When Innovations Meet Institutions: Edison and the Design of the Electric Light. Adm. Sci. Q. 2001, 46, 476–501. [Google Scholar] [CrossRef]
- Suchman, M.C. Managing Legitimacy: Strategic and Institutional Approaches. Acad. Manag. Rev. 1995, 20, 571–610. [Google Scholar] [CrossRef] [Green Version]
- Engert, S.; Rauter, R.; Baumgartner, R.J. Exploring the integration of corporate sustainability into strategic management: a literature review. J. Clean. Prod. 2016, 112, 2833–2850. [Google Scholar] [CrossRef]
- Moldavska, A. Defining Organizational Context for Corporate Sustainability Assessment: Cross-Disciplinary Approach. Sustainability 2017, 9, 2365. [Google Scholar] [CrossRef] [Green Version]
- Patala, S.; Korpivaara, I.; Jalkala, A.; Kuitunen, A.; Soppe, B. Legitimacy Under Institutional Change: How incumbents appropriate clean rhetoric for dirty technologies. Organ. Stud. 2019, 40, 395–419. [Google Scholar] [CrossRef]
- Gond, J.-P.; Grubnic, S.; Herzig, C.; Moon, J. Configuring management control systems: Theorizing the integration of strategy and sustainability. Manag. Account. Res. 2012, 23, 205–223. [Google Scholar] [CrossRef] [Green Version]
- Baumgartner, R.J.; Rauter, R. Strategic perspectives of corporate sustainability management to develop a sustainable organization. J. Clean. Prod. 2017, 140, 81–92. [Google Scholar] [CrossRef]
- Sandhawalia, B.S.; Dalcher, D. Dynamic Knowledge Support Model for Decision-Making and Sustainable Growth: An Empirical Study. Group Decis. Negot. 2015, 24, 803–823. [Google Scholar] [CrossRef] [Green Version]
- Fisher, G.; Kotha, S.; Lahiri, A. Changing with the times: An integrated view of identity, legitimacy, and new venture life cycles. Acad. Manag. Rev. 2016, 41, 383. [Google Scholar] [CrossRef]
- Jawahar, I.M.; McLaughlin, G.L. Toward a Descriptive Stakeholder Theory: An Organizational Life Cycle Approach. Acad. Manag. Rev. 2001, 26, 397–414. [Google Scholar] [CrossRef]
- Drori, I.; Honig, B. A Process Model of Internal and External Legitimacy. Organ. Stud. 2013, 34, 345–376. [Google Scholar] [CrossRef]
- Dimaggio, P.J.; Powell, W.W. The Iron Cage Revisited: Institutional Isomorphism and Collective Rationality in Organizational Fields. Am. Sociol. Rev. 1983, 48, 147–160. [Google Scholar] [CrossRef] [Green Version]
- Greenwood, R.; Suddaby, R.; Hinings, C. Theorizing change: The role of professional associations in the transformation of institutional fields. Acad. Manag. J. 2002, 45, 58–80. [Google Scholar] [CrossRef]
- Rocha, R.S.; Granerud, L. The search for legitimacy and organizational change: The agency of subordinated actors. Scand. J. Manag. 2011, 27, 261–272. [Google Scholar] [CrossRef]
- Li, J.; Tang, Y. CEO hubris and firm risk taking in China: the moderating role of managerial discretion. Acad. Manag. J. 2010, 53, 45. [Google Scholar] [CrossRef] [Green Version]
- Dacin, M.T.; Goodstein, J.; Scott, W.R. Institutional Theory and Institutional Change: Introduction to the Special Research Forum. Acad. Manag. J. 2002, 45, 45–56. [Google Scholar] [CrossRef] [Green Version]
- American Petroleum Institute. Putting Earnings into Perspective—Facts for Addressing Energy Policy; American Petroleum Institute: Washington, DC, USA, 2016. [Google Scholar]
- United Nations Climate Change. What is the Paris Agreement? Available online: https://unfccc.int/process-and-meetings/the-paris-agreement/what-is-the-paris-agreement (accessed on 27 November 2019).
- European Commission. Paris Agreement. Available online: https://ec.europa.eu/clima/policies/international/negotiations/paris_en#tab-0-0 (accessed on 27 February 2019).
- Hansen, G.H.; Steen, M. Offshore oil and gas firms’ involvement in offshore wind: Technological frames and undercurrents. Environ. Innov. Soc. Transit. 2015, 17, 1–14. [Google Scholar] [CrossRef]
- The Guardian. Shell Says it Wants to Double Green Energy Investment. Available online: https://www.theguardian.com/business/2018/dec/26/shell-says-it-wants-to-double-green-energy-investment (accessed on 27 November 2019).
- Scott, W.R. Institutions and Organizations; Sage: Thousand Oaks, CA, USA, 1995. [Google Scholar]
- Scott, W.R. Institutions and Organizations: Ideas, Interests, and Identities, 4th ed.; Sage: Thousand Oaks, CA, USA, 2014. [Google Scholar]
- Katz, E. Theorizing Diffusion: Tarde and Sorokin Revisited. Ann. Am. Acad. Political Soc. Sci. 1999, 566, 144–155. [Google Scholar] [CrossRef] [Green Version]
- Terlaak, A.; Gong, Y. Vicarious Learning and Inferential Accuracy in Adoption Processes. Acad. Manag. Rev. 2008, 33, 846–868. [Google Scholar] [CrossRef]
- Ansari, S.M.; Fiss, P.C.; Zajac, E. Made to fit: How practices vary as they diffuse. Acad. Manag. Rev. 2010, 35, 67–92. [Google Scholar] [CrossRef]
- Busenitz, L.W.; Gómez, C.; Spencer, J.W. Country Institutional Profiles: Unlocking Entrepreneurial Phenomena. Acad. Manag. J. 2000, 43, 994–1003. [Google Scholar] [CrossRef]
- Åmo, B.W.; Bullvåg, E.; Oftedal, E.M. The influence from the organizational climate on employee innovation behavior. Front. Entrep. Res 2006, 26, 10. [Google Scholar]
- Oftedal, E.M. Legitimacy for Creative Destruction: A Structure-Agent Perspective of Entrepreneurship; Handelshøgskolen i Bodø: Bodø, Norway, 2008. [Google Scholar]
- Oftedal, E.M.; Iakovleva, T.A.; Foss, L. University context matter: An institutional perspective on entrepreneurial intentions of students. Educ. Train. 2018, 60, 873–890. [Google Scholar] [CrossRef]
- Bloodgood, J.; Hornsby, J.; Rutherford, M.; McFarland, R. The role of network density and betweenness centrality in diffusing new venture legitimacy: an epidemiological approach. Int. Entrep. Manag. J. 2017, 13, 525–552. [Google Scholar] [CrossRef]
- Delmar, F.; Shane, S. Legitimating first: organizing activities and the survival of new ventures. J. Bus. Ventur. 2004, 19, 385–410. [Google Scholar] [CrossRef]
- Suddaby, R. Challenges for Institutional Theory. J. Manag. Inq. 2010, 19, 14–20. [Google Scholar] [CrossRef]
- Hoerndlein, C.; Benlian, A.; Hess, T. Institutional Influences in Individual-Level Innovation Adoption Outside Organizational Contexts: A Scale Development Study. In Proceedings of the Thirty Third International Conference on Information Systems, Orlando, FL, USA, 16–19 December 2012. [Google Scholar]
- Ulla de, S. Knowledge Culture. In Organizational Culture and Behavior: Concepts, Methodologies, Tools, and Applications; IGI Global: Hershey, PA, USA, 2017; pp. 1856–1880. [Google Scholar] [CrossRef]
- Powell, W.W.; Dimaggio, P.J. Introduction. In The New Institutionalism in Organizational Analysis, Powell, W.W., Dimaggio, P.J., Eds.; University of Chicago Press: Chicago, IL, USA, 1991. [Google Scholar]
- Scott, W.R. Institutions and Organizations. Ideas, Interests and Identities. M@n@gement 1995, 17, 136. [Google Scholar] [CrossRef]
- Scott, W.R. The Adolescence of Institutional Theory. Adm. Sci. Q. 1987, 32, 493–511. [Google Scholar] [CrossRef]
- Selznick, P. Leadership in Administration; Harper & Row: New York, NY, USA, 1957. [Google Scholar]
- Lounsbury, M.; Crumley, E.T. New Practice Creation: An Institutional Perspective on Innovation. Organ. Stud. 2007, 28, 993–1012. [Google Scholar] [CrossRef] [Green Version]
- Schein, E.H. The role of the founder in creating organizational culture. Organ. Dyn. 1983, 12, 13–28. [Google Scholar] [CrossRef]
- Hofman, P.S.; Elzen, B. Exploring system innovation in the electricity system through sociotechnical scenarios. Technol. Anal. Strateg. Manag. 2010, 22, 653–670. [Google Scholar] [CrossRef]
- Cruz-Suárez, A.; Prado-Román, C.; Díez-Martín, F. Por qué se institucionalizan las organizaciones. Rev. Eur. Dir. Econ. Empresa 2014, 23, 22–30. [Google Scholar] [CrossRef] [Green Version]
- Díez de Castro, E.P.; Díez Martín, F.D.A.; Vázquez Sánchez, A.E. Antecedentes de la institucionalización de las organizaciones. Cuad. Gestión. 2015, 15, 15–38. [Google Scholar] [CrossRef] [Green Version]
- Alexiou, K.; Wiggins, J. Measuring individual legitimacy perceptions: Scale development and validation. Strateg. Organ. 2019, 17, 470–496. [Google Scholar] [CrossRef]
- Díez-de-Castro, E.; Peris-Ortiz, M.; Díez-Martín, F. Criteria for Evaluating the Organizational Legitimacy: A Typology for Legitimacy Jungle. In Organizational Legitimacy: Challenges and Opportunities for Businesses and Institutions; Díez-De-Castro, E., Peris-Ortiz, M., Eds.; Springer International Publishing: Cham, Switzerland, 2018; pp. 1–21. [Google Scholar] [CrossRef]
- Munir, K.A. Being Different: How Normative and Cognitive Aspects of Institutional Environments Influence Technology Transfer. Hum. Relat. 2002, 55, 1403–1428. [Google Scholar] [CrossRef]
- Dart, R. The legitimacy of social enterprise. Nonprofit Manag. Leadersh. 2004, 14, 411–424. [Google Scholar] [CrossRef]
- Goulden, S.; Portman, M.E.; Carmon, N.; Alon-Mozes, T. From conventional drainage to sustainable stormwater management: Beyond the technical challenges. J. Environ. Manag. 2018, 219, 37–45. [Google Scholar] [CrossRef] [PubMed]
- Outsios, G. Gender in sustainable entrepreneurship: Evidence from the UK. Gend. Manag. Int. J. 2017, 32, 183–202. [Google Scholar] [CrossRef]
- Polk, M. The influence of gender on daily car use and on willingness to reduce car use in Sweden. J. Transp. Geogr. 2004, 12, 185–195. [Google Scholar] [CrossRef]
- Geels, F.W. From sectoral systems of innovation to socio-technical systems: Insights about dynamics and change from sociology and institutional theory. Res. Policy 2004, 33, 897–920. [Google Scholar] [CrossRef]
- Scott, W.R. Institutions and Organizations: Ideas and Interests; Sage: Thousand Oaks, CA, USA, 2008. [Google Scholar]
- Nilsen, T. Innovation from the inside out: Contrasting fossil and renewable energy pathways at Statoil. Energy Res. Soc. Sci. 2017, 28, 50–57. [Google Scholar] [CrossRef]
- Wilks, N. Oil and gas special: Offshore industry goes green. Prof. Eng. 2011, 24. Available online: https://www.onacademic.com/detail/journal_1000029716629299_8771.html (accessed on 8 January 2020).
- Brundtland, G.H. Report of the World Commission on Environment and Development: Our Common Future; Oxford University Press: Oxford, UK, 1987. [Google Scholar]
- Norwegian Ministry of Climate and Environment (KLD). Norway’s Sixth National Communication, Under the Framework Convention on Climate Change; KLD: Oslo, Norway, 2014. [Google Scholar]
- Chaiyapa, W.; Esteban, M.; Kameyama, Y. Why go green? Discourse analysis of motivations for Thailand’s oil and gas companies to invest in renewable energy. Energy Policy 2018, 120, 448–459. [Google Scholar] [CrossRef]
- Hipp, J.R.; Bollen, K.A. Model Fit in Structural Equation Models with Censored, Ordinal, and Dichotomous Variables: Testing Vanishing Tetrads. Sociol. Methodol. 2003, 33, 267–305. [Google Scholar] [CrossRef]
- Lubke, G.H.; Muthen, B.O. Applying Multigroup Confirmatory Factor Models for Continuous Outcomes to Likert Scale Data Complicates Meaningful Group Comparisons. Struct. Equ. Model. 2004, 11, 514–534. [Google Scholar] [CrossRef]
- Fan, Y.; Chen, J.; Shirkey, G.; John, R.; Wu, S.R.; Park, H.; Shao, C. Applications of structural equation modeling (SEM) in ecological studies: an updated review. Ecol. Process. 2016, 5, 19. [Google Scholar] [CrossRef] [Green Version]
- Schumacker, R.E.; Lomax, R.G. A Beginner’s Guide to Structural Equation Modeling, 2nd ed.; Lawrence Erlbaum Associates: Mahwah, NJ, USA, 2004. [Google Scholar]
- Sijtsma, K.; Straat, J.H.; van der Ark, L.A. Goodness-of-Fit Methods for Nonparametric IRT Models. In Quantitative Psychology Research. Springer Proceedings in Mathematics & Statistics; van der Ark, L.A., Bolt, D.M., Wang, W.-C., Douglas, J.A., Chow, S.-M., Eds.; Springer Nature: Cham, Switzerland, 2015; pp. 109–120. [Google Scholar] [CrossRef] [Green Version]
- MacKenzie, S.B.; Podsakoff, P.M.; Podsakoff, N.P. Construct Measurement and Validation Procedures in MIS and Behavioral Research: Integrating New and Existing Techniques. MIS Q. 2011, 35, 293–334. [Google Scholar] [CrossRef]
- Buchanan, D.A.; Bryman, A. Contextualizing Methods Choice in Organizational Research. Organ. Res. Method 2007, 10, 483–501. [Google Scholar] [CrossRef] [Green Version]
- Weijters, B.; Cabooter, E.; Schillewaert, N. The effect of rating scale format on response styles: The number of response categories and response category labels. Int. J. Res. Mark. 2010, 27, 236–247. [Google Scholar] [CrossRef]
- Yong, A.G.; Pearce, S. A beginner’s guide to factor analysis: Focusing on exploratory factor analysis. Tutor. Quant. Methods Psychol. 2013, 9, 79–94. [Google Scholar] [CrossRef]
- Gaskin, J. SEM Series (2016) 3. Exploratory Factor Analysis (EFA). Available online: https://www.youtube.com/watch?v=VBsuEBsO3U8&list=PLnMJlbz3sefJaVv8rBL2_G85HoUko5I--&index=3 (accessed on 26 October 2018).
- Gallagher, M.W.; Brown, T.A. Introduction to Confirmatory Factor Analysis and Structural Equation Modeling. In Handbook of Quantitative Methods for Educational Research; Teo, T., Ed.; SensePublishers: Rotterdam, The Netherlands, 2013; pp. 289–314. [Google Scholar] [CrossRef]
- Podsakoff, P.M.; Mackenzie, S.B.; Lee, J.-Y.; Podsakoff, N.P. Common Method Biases in Behavioral Research: A Critical Review of the Literature and Recommended Remedies. J. Appl. Psychol. 2003, 88, 879–903. [Google Scholar] [CrossRef]
- Gaskin, J. Excel StatTools. Available online: http://statwiki.kolobkreations.com/index.php?title=Main_Page (accessed on 20 August 2018).
- Hair, J.F.; Black, W.C.; Babin, B.J.; Anderson, R.E. Multivariate Data Analysis: Pearson New International Edition; Pearson Education Limited: Harlow, UK, 2013. [Google Scholar]
- Kenny, D.A.; Kaniskan, B.; McCoach, D.B. The Performance of RMSEA in Models With Small Degrees of Freedom. Sociol. Methods Res. 2014, 44, 486–507. [Google Scholar] [CrossRef]
- Tracey, J.B.; Tews, M.J. Construct Validity of a General Training Climate Scale. Organ. Res. Methods 2005, 8, 353–374. [Google Scholar] [CrossRef]
- Kock, N. Common method bias in PLS-SEM: A full collinearity assessment approach. Int. J. E-Collab. 2015, 11, 1–10. [Google Scholar] [CrossRef] [Green Version]
- O’brien, R.M. A Caution Regarding Rules of Thumb for Variance Inflation Factors. Qual. Quant. 2007, 41, 673–690. [Google Scholar] [CrossRef]
- Loken, E.; Gelman, A. Random measurement error and the replication crisis: A statistical analysis. Science 2017, 335, 584–585. [Google Scholar] [CrossRef]
- Golant, B.D.; Sillince, J.A.A. The Constitution of Organizational Legitimacy: A Narrative Perspective. Organ. Stud. 2007, 28, 1149–1167. [Google Scholar] [CrossRef]
- Greenwood, R.; Suddaby, R. Institutional Entrepreneurship in Mature Fields: The Big Five Accounting Firms. Acad. Manag. J. 2006, 49, 27–48. [Google Scholar] [CrossRef]
- Schneiberg, M.; Lounsbury, M. Social movements and institutional analysis. In Handbook of Organizational Institutionalism; Greenwood, R., Oliver, C., Sahlins, K., Suddaby, R., Eds.; SAGE Publications: London, UK, 2008; pp. 648–670. [Google Scholar]
- Zietsma, C.; Lawrence, T. Institutional Work in the Transformation of an Organizational Field: The Interplay of Boundary Work and Practice Work. Adm. Sci. Q. 2010, 55, 189–221. [Google Scholar] [CrossRef] [Green Version]
- Laïfi, A.; Josserand, E. Legitimation in practice: A new digital publishing business model. J. Bus. Res. 2016, 69, 2343–2352. [Google Scholar] [CrossRef]
- Haack, P.; Schoeneborn, D.; Wickert, C. Talking the Talk, Moral Entrapment, Creeping Commitment? Exploring Narrative Dynamics in Corporate Responsibility Standardization. Organ. Stud. 2012, 33, 815–845. [Google Scholar] [CrossRef] [Green Version]
Construct | Regulative | Normative | Cognitive |
---|---|---|---|
Definition adapted from [58,59] | Formal rules, laws, incentives, governance system, protocols, standards and procedures. | Societal expectations, values, norms and duties. | Beliefs, bodies of knowledge. |
Paradigm for change |
|
|
|
Motivation for change |
| Sustainability is seen as a future opportunity. | Looking for ways to improve sustainability. |
Obstacle to change | No incentives. | No personal responsibility towards the environment and society. | No ability to build knowledge on future sustainable projects. |
Variables | Items |
---|---|
Regulative Pillar |
|
Normative Pillar |
|
Cognitive Pillar |
|
Transition toward sustainability |
|
Factor | ||||
---|---|---|---|---|
1 | 2 | 3 | 4 | |
Cronbach’s Alpha | 0.932 | 0.873 | 0.876 | 0.69 |
Regulative Pillar 2 | 0.775 | |||
Regulative Pillar 3 | 0.989 | |||
Normative Pillar 1 | 0.541 | |||
Normative Pillar 2 | 0.613 | |||
Normative Pillar 3 | 0.997 | |||
Normative Pillar 4 | 0.726 | |||
Cognitive Pillar 1 | 0.647 | |||
Cognitive Pillar 3 | 0.955 | |||
Cognitive Pillar 4 | 0.920 | |||
Transition 1 | 0.871 | |||
Transition 2 | 0.567 |
Chi-Square | df | p-Value | Invariant? | ||
---|---|---|---|---|---|
Overall Model | Step 1. Provide Chi-square and df for unconstrained and constrained models, and provide the number of groups. The thresholds will be updated automatically. | ||||
Unconstrained | 21.4 | 19 | |||
Fully constrained | 56.9 | 29 | |||
Number of groups | 2 | ||||
Difference | 35.5 | 10 | 0.000 | NO | Groups are different at the model level. Check path differences. |
Model | Unstandardized Coefficients | Standardized Coefficients | Collinearity Statistics | |||||
---|---|---|---|---|---|---|---|---|
B | Std. Error | Beta | t | Sig. | Tolerance | VIF | ||
1 | (Constant) | 2.135 | 0.303 | 7.041 | 0.000 | |||
Regulative | 0.342 | 0.104 | 0.377 | 3.301 | 0.001 | 0.481 | 2.081 | |
Normative | 0.264 | 0.099 | 0.303 | 2.671 | 0.009 | 0.488 | 2.049 | |
Cognitive | 0.169 | 0.148 | 0.101 | 1.145 | 0.256 | 0.811 | 1.234 |
CR | AVE | MSV | MaxR (H) | Regulative | Cognitive | Normative | Transition | |
---|---|---|---|---|---|---|---|---|
Regulative | 0.881 | 0.787 | 0.461 | 0.882 | 0.887 | |||
Cognitive | 0.935 | 0.829 | 0.677 | 0.963 | 0.524 | 0.910 | ||
Normative | 0.904 | 0.759 | 0.677 | 0.914 | 0.587 | 0.823 | 0.871 | |
Transition | 0.714 | 0.556 | 0.461 | 0.724 | 0.679 | 0.603 | 0.589 | 0.746 |
Estimate | S.E. | C.R. | P | |||
---|---|---|---|---|---|---|
Transition | <--- | Regulative | 0.342 | 0.102 | 3.358 | *** |
Transition | <--- | Normative | 0.264 | 0.097 | 2.717 | 0.007 ** |
Transition | <--- | Cognitive | 0.169 | 0.145 | 1.164 | 0.244 |
Chi-Square | df | p-Value | Invariant? | ||
---|---|---|---|---|---|
Overall Model | Step 1. Provide Chi-square and df for unconstrained and constrained models, and provide the number of groups. The thresholds will be updated automatically. | ||||
Unconstrained | 100.4 | 58 | |||
Fully constrained | 115.9 | 68 | |||
Number of groups | 2 | ||||
Difference | 3.763 | 3 | 0.228 | YES | Groups are not different at the model level, however, they may be different at the path level. |
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Jaber, T.; Oftedal, E.M. Legitimacy for Sustainability: A Case of A Strategy Change for An Oil and Gas Company. Sustainability 2020, 12, 525. https://doi.org/10.3390/su12020525
Jaber T, Oftedal EM. Legitimacy for Sustainability: A Case of A Strategy Change for An Oil and Gas Company. Sustainability. 2020; 12(2):525. https://doi.org/10.3390/su12020525
Chicago/Turabian StyleJaber, Tahrir, and Elin M. Oftedal. 2020. "Legitimacy for Sustainability: A Case of A Strategy Change for An Oil and Gas Company" Sustainability 12, no. 2: 525. https://doi.org/10.3390/su12020525
APA StyleJaber, T., & Oftedal, E. M. (2020). Legitimacy for Sustainability: A Case of A Strategy Change for An Oil and Gas Company. Sustainability, 12(2), 525. https://doi.org/10.3390/su12020525