Achieving Sustainable Performance Through Green Supply Chain Management: Does Risk Management Matter? A Moderation Analysis in the Oil & Gas Sector in Indonesia
Abstract
1. Introduction
- (RQ1): How do strategic drivers (IT-Business Strategy Alignment, Transglobal Leadership, and Product Innovation) and the moderating effect of Risk Management influence the adoption of GSCM practices?
- (RQ2): Does implementing GSCM practices affect Sustainable Performance?
2. Literature Review
2.1. Underpinning Theory
2.1.1. Theoretical Foundation: Resource-Based View (RBV)
2.1.2. Strategic Drivers of Green Supply Chain Management
2.1.3. Risk Management, Green Supply Chain Management, and Sustainable Performance
2.2. Theoretical Model and Hypotheses Development
2.2.1. Antecedents of Green Supply Chain Management
2.2.2. Green Supply Chain Management on Sustainable Performance
2.2.3. Risk Management as Moderation
3. Materials and Methods
3.1. Sampling and Data Collection
3.2. Measurement and Data Analysis
3.3. Common Method Bias
4. Results
4.1. Evaluation of Measurement Model
4.2. Evaluation of Structural Model
5. Discussion
5.1. Hypothesis Results
5.2. Theoretical and Managerial Implications
5.3. Limitations and Future Research
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- McMullen, J.S.; Shepherd, D.A. Entrepreneurial Action And The Role Of Uncertainty In The Theory Of The Entrepreneur. Acad. Manag. Rev. 2006, 31, 132–152. [Google Scholar] [CrossRef] [Scilit]
- Song, Y.; Lu, L.; Liu, J.; Zhou, J.; Wang, X.; Li, F. A Study of the Factors Contributing to the Impact of Climate Risks on Corporate Performance in China’s Energy Sector. Sustainability 2025, 17, 5139. [Google Scholar] [CrossRef] [Scilit]
- Amin, I.; Zailani, S.; Rahman, M.K. Predicting employees’ engagement in environmental behaviours with supply chain firms. Manag. Res. Rev. 2021, 44, 825–848. [Google Scholar] [CrossRef] [Scilit]
- Rao, P.; Holt, D. Do green supply chains lead to competitiveness and economic performance? Int. J. Oper. Prod. Manag. 2005, 25, 898–916. [Google Scholar] [CrossRef] [Scilit]
- Ahmad, A.F.; Karadas, G. Managers’ Perceptions Regarding the Effect of Leadership on Organizational Performance: Mediating Role of Green Supply Chain Management Practices. SAGE Open 2021, 11, 21582440211018686. [Google Scholar] [CrossRef] [Scilit]
- Darwish, S.; Shah, S.M.M.; Ahmed, U. The role of green supply chain management practices on environmental performance in the hydrocarbon industry of Bahrain: Testing the moderation of green innovation. Uncertain Supply Chain. Manag. 2021, 9, 265–276. [Google Scholar] [CrossRef] [Scilit]
- Rahman, H.U.; Zahid, M.; Ullah, M.; Al-Faryan, M.A.S. Green supply chain management and firm sustainable performance: The awareness of China Pakistan Economic Corridor. J. Clean. Prod. 2023, 414, 137502. [Google Scholar] [CrossRef] [Scilit]
- Habib, A.; Bao, Y.; Nabi, N.; Dulal, M.; Asha, A.A.; Islam, M. Impact of Strategic Orientations on the Implementation of Green Supply Chain Management Practices and Sustainable Firm Performance. Sustainability 2021, 13, 340. [Google Scholar] [CrossRef] [Scilit]
- Ahmad, A.; Ikram, A.; Rehan, M.F.; Ahmad, A. Going green: Impact of green supply chain management practices on sustainability performance. Front. Psychol. 2022, 13, 973676. [Google Scholar] [CrossRef] [Scilit]
- Awan, F.H.; Dunnan, L.; Jamil, K.; Mustafa, S.; Atif, M.; Gul, R.F.; Guangyu, Q. Mediating Role of Green Supply Chain Management Between Lean Manufacturing Practices and Sustainable Performance. Front. Psychol. 2022, 12, 810504. [Google Scholar] [CrossRef] [Scilit]
- Al-Hajri, A.; Hamouda, A.M.; Abdella, G.M. Sustainability-Based Strategic Framework for Digital Transformation in the Oil and Gas Industry. IEEE Access 2025, 13, 52114–52133. [Google Scholar] [CrossRef] [Scilit]
- Jermsittiparsert, K.; Srihirun, W. Leadership in supply chain management: Role of gender as moderator. Int. J. Innov. Creat. Chang. 2019, 5, 448–466. [Google Scholar]
- Pujiono, B.; Setiawan, M.; Sumiati; Wijayanti, R. The effect of transglobal leadership and organizational culture on job performance—Inter-employee trust as Moderating Variable. Int. J. Public Leadersh. 2020, 16, 319–335. [Google Scholar] [CrossRef] [Scilit]
- Ahmed, W.; Najmi, A. Developing and analyzing framework for understanding the effects of GSCM on green and economic performance. Manag. Environ. Qual. Int. J. 2018, 29, 740–758. [Google Scholar] [CrossRef] [Scilit]
- Sunarya, E.; Nur, T.; Rachmawati, I.; Suwiryo, D.H.; Jamaludin, M. Antecedents of green supply chain collaborative innovation in tourism SMEs: Moderating the effects of socio-demographic factors. Uncertain Supply Chain Manag. 2023, 11, 161–168. [Google Scholar] [CrossRef] [Scilit]
- Abu Seman, N.A.; Govindan, K.; Mardani, A.; Ozkul, S.; Zakuan, N.; Saman, M.Z.M.; Hooker, R.E. The mediating effect of green innovation on the relationship between green supply chain management and environmental performance. J. Clean. Prod. 2019, 229, 115–127. [Google Scholar] [CrossRef] [Scilit]
- Ghadge, A.; Mogale, D.; Bourlakis, M.; Maiyar, L.M.; Moradlou, H. Link between Industry 4.0 and green supply chain management: Evidence from the automotive industry. Comput. Ind. Eng. 2022, 169, 108303. [Google Scholar] [CrossRef] [Scilit]
- Sharma, M.; Luthra, S.; Joshi, S.; Kumar, A.; Jain, A. Green logistics driven circular practices adoption in industry 4.0 Era: A moderating effect of institution pressure and supply chain flexibility. J. Clean. Prod. 2023, 383, 135284. [Google Scholar] [CrossRef] [Scilit]
- Vu, T.T.; Dang, W.V. Environmental commitment and firm financial performance: A moderated mediation study of environmental collaboration with suppliers and CEO gender. Int. J. Ethic-Syst. 2021, 37, 53–69. [Google Scholar] [CrossRef] [Scilit]
- Shuen, A.; Feiler, P.F.; Teece, D.J. Dynamic capabilities in the upstream oil and gas sector: Managing next generation competition. Energy Strat. Rev. 2014, 3, 5–13. [Google Scholar] [CrossRef] [Scilit]
- Herbane, B. Small business research: Time for a crisis-based view. Int. Small Bus. J. Res. Entrep. 2010, 28, 43–64. [Google Scholar] [CrossRef] [Scilit]
- Brustbauer, J. Enterprise risk management in SMEs: Towards a structural model. Int. Small Bus. J. Res. Entrep. 2016, 34, 70–85. [Google Scholar] [CrossRef] [Scilit]
- Manumayoso, B.; Utami, A.D.R.K.; Gabunia, L. Oil and Gas Fiscal Term Regulations Based on Ecological Justice. J. Sustain. Dev. Regul. Issues 2024, 2, 233–263. [Google Scholar] [CrossRef] [Scilit]
- Jagoda, K.; Wojcik, P. Implementation of risk management and corporate sustainability in the Canadian oil and gas industry. Account. Res. J. 2019, 32, 381–398. [Google Scholar] [CrossRef] [Scilit]
- Barney, J.B. Firm Resources and Sustained Competitive Advantage. J. Manag. 1991, 17, 99–120. [Google Scholar] [CrossRef] [Scilit]
- Grant, R.M. The Resource-Based Theory of Competitive Advantage: Implications for Strategy Formulation. Calif. Manag. Rev. 1991, 33, 114–135. [Google Scholar] [CrossRef] [Scilit]
- Qin, Z.; Chen, P.-K. Enhancing the resilience of sustainable supplier management through the combination of win–win lean practices and auditing mechanisms—An analysis from the resource-based view. Front. Environ. Sci. 2022, 10, 962008. [Google Scholar] [CrossRef] [Scilit]
- Kumar, M.; Rodrigues, V.S. Synergetic effect of lean and green on innovation: A resource-based perspective. Int. J. Prod. Econ. 2020, 219, 469–479. [Google Scholar] [CrossRef] [Scilit]
- Shibin, K.T.; Dubey, R.; Gunasekaran, A.; Hazen, B.; Roubaud, D.; Gupta, S.; Foropon, C. Examining sustainable supply chain management of SMEs using resource based view and institutional theory. Ann. Oper. Res. 2020, 290, 301–326. [Google Scholar] [CrossRef] [Scilit]
- Luftman, J.; Lyytinen, K.; ben Zvi, T. Enhancing the measurement of information technology (IT) business alignment and its influence on company performance. J. Inf. Technol. 2017, 32, 26–46. [Google Scholar] [CrossRef] [Scilit]
- Venkatraman, N. The Concept of Fit in Strategy Research: Toward Verbal and Statistical Correspondence. Acad. Manag. Rev. 1989, 14, 423–444. [Google Scholar] [CrossRef] [Scilit]
- Luftman, J.N.; Lewis, P.R.; Oldach, S.H. Transforming the enterprise: The alignment of business and information technology strategies. IBM Syst. J. 1993, 32, 198–221. [Google Scholar] [CrossRef] [Scilit]
- Smaczny, T. Is an alignment between business and information technology the appropriate paradigm to manage IT in today’s organisations? Manag. Decis. 2001, 39, 797–802. [Google Scholar] [CrossRef] [Scilit]
- Weill, P.; Broadbent, M. Leveraging the New Infrastructure: How Market Leaders Capitalize on Information Technology; Harvard Business Press: Boston, MA, USA, 1998. [Google Scholar]
- Henderson, J.C.; Venkatraman, H. Strategic alignment: Leveraging information technology for transforming organizations. IBM Syst. J. 1999, 38, 472–484. [Google Scholar] [CrossRef] [Scilit]
- Quick, J.C.; Nelson, D.L. Leadership development: On the cutting edge. Consult. Psychol. J. Pr. Res. 2008, 60, 293–297. [Google Scholar] [CrossRef] [Scilit]
- Conger, J.A.; Kanungo, R.N.; Menon, S.T. Charismatic leadership and follower effects. J. Organ. Behav. 2000, 21, 747–767. [Google Scholar] [CrossRef]
- Soete, L.; Freeman, C. The Economics of Industrial Innovation; Routledge: London, UK, 2012. [Google Scholar]
- Alegre, J.; Lapiedra, R.; Chiva, R. A measurement scale for product innovation performance. Eur. J. Innov. Manag. 2006, 9, 333–346. [Google Scholar] [CrossRef] [Scilit]
- Bag, S.; Dhamija, P.; Bryde, D.J.; Singh, R.K. Effect of eco-innovation on green supply chain management, circular economy capability, and performance of small and medium enterprises. J. Bus. Res. 2022, 141, 60–72. [Google Scholar] [CrossRef] [Scilit]
- Horvey, S.S.; Odei-Mensah, J. The measurements and performance of enterprise risk management: A comprehensive literature review. J. Risk Res. 2023, 26, 778–800. [Google Scholar] [CrossRef] [Scilit]
- Hunziker, S. Setting up Enterprise Risk Governance. In Enterprise Risk Management: Modern Approaches to Balancing Risk and Reward; Springer Gabler: Wiesbaden, Germany, 2021; pp. 165–208. [Google Scholar]
- Huang, S.K. The Impact of CEO Characteristics on Corporate Sustainable Development. Corp. Soc. Responsib. Environ. Manag. 2013, 20, 234–244. [Google Scholar] [CrossRef] [Scilit]
- Radner, R.; Shepp, L. Risk vs. profit potential: A model for corporate strategy. J. Econ. Dyn. Control. 1996, 20, 1373–1393. [Google Scholar] [CrossRef] [Scilit]
- Hoyt, R.E.; Liebenberg, A.P. The Value of Enterprise Risk Management. J. Risk Insur. 2011, 78, 795–822. [Google Scholar] [CrossRef] [Scilit]
- van Hoek, R.I. From reversed logistics to green supply chains. Supply Chain Manag. Int. J. 1999, 4, 129–135. [Google Scholar] [CrossRef] [Scilit]
- Zhu, Q.; Sarkis, J. Relationships between operational practices and performance among early adopters of green supply chain management practices in Chinese manufacturing enterprises. J. Oper. Manag. 2004, 22, 265–289. [Google Scholar] [CrossRef]
- ISO 14001:2015; Environmental Management Systems—Requirements with Guidance for Use. International Organization for Standardization (ISO): Geneva, Switzerland, 2015.
- Zhu, Q.; Sarkis, J.; Lai, K.-H. Confirmation of a measurement model for green supply chain management practices implementation. Int. J. Prod. Econ. 2008, 111, 261–273. [Google Scholar] [CrossRef] [Scilit]
- Chiu, M.-C.; Tai, P.-Y.; Chu, C.-Y. Developing a smart green supplier risk assessment system integrating natural language processing and life cycle assessment based on AHP framework: An empirical study. Resour. Conserv. Recycl. 2024, 207, 107671. [Google Scholar] [CrossRef] [Scilit]
- Chardine-Baumann, E.; Botta-Genoulaz, V. A framework for sustainable performance assessment of supply chain management practices. Comput. Ind. Eng. 2014, 76, 138–147. [Google Scholar] [CrossRef] [Scilit]
- Farahani, P.; Meier, C.; Wilke, J. Digital Supply Chain Management Agenda for the Automotive Supplier Industry. In Shaping the Digital Enterprise; Springer International Publishing: Cham, Switzerland, 2017; pp. 157–172. [Google Scholar] [CrossRef] [Scilit]
- Karmaker, C.L.; Al Aziz, R.; Ahmed, T.; Misbauddin, S.; Moktadir, A. Impact of industry 4.0 technologies on sustainable supply chain performance: The mediating role of green supply chain management practices and circular economy. J. Clean. Prod. 2023, 419, 138249. [Google Scholar] [CrossRef] [Scilit]
- Confente, I.; Scarpi, D.; Russo, I. Marketing a new generation of bio-plastics products for a circular economy: The role of green self-identity, self-congruity, and perceived value. J. Bus. Res. 2020, 112, 431–439. [Google Scholar] [CrossRef] [Scilit]
- Greco, M.; Germani, F.; Grimaldi, M.; Radicic, D. Policy mix or policy mess? Effects of cross-instrumental policy mix on eco-innovation in German firms. Technovation 2022, 117, 102194. [Google Scholar] [CrossRef] [Scilit]
- Li, J.; Zhang, X.; Ali, S.; Khan, Z. Eco-innovation and energy productivity: New determinants of renewable energy consumption. J. Environ. Manag. 2020, 271, 111028. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Geng, R.; Mansouri, S.A.; Aktas, E. The relationship between green supply chain management and performance: A meta-analysis of empirical evidences in Asian emerging economies. Int. J. Prod. Econ. 2017, 183, 245–258. [Google Scholar] [CrossRef] [Scilit]
- Samad, S.; Nilashi, M.; Almulihi, A.; Alrizq, M.; Alghamdi, A.; Mohd, S.; Ahmadi, H.; Azhar, S.N.F.S. Green Supply Chain Management practices and impact on firm performance: The moderating effect of collaborative capability. Technol. Soc. 2021, 67, 101766. [Google Scholar] [CrossRef] [Scilit]
- Sajan, M.P.; Shalij, P.R.; Ramesh, A.; Augustine, P.B. Lean manufacturing practices in Indian manufacturing SMEs and their effect on sustainability performance. J. Manuf. Technol. Manag. 2017, 28, 772–793. [Google Scholar] [CrossRef] [Scilit]
- Meulbroek, L.K. Integrated risk management for the firm: A senior manager’s guide. J. Appl. Corp. Financ. 2002, 14, 56–70. [Google Scholar] [CrossRef] [Scilit]
- Pagach, D.; Warr, R. The Characteristics of Firms That Hire Chief Risk Officers. J. Risk Insur. 2011, 78, 185–211. [Google Scholar] [CrossRef] [Scilit]
- Campbell, S.; Greenwood, M.; Prior, S.; Shearer, T.; Walkem, K.; Young, S.; Bywaters, D.; Walker, K. Purposive sampling: Complex or simple? Research case examples. J. Res. Nurs. 2020, 25, 652–661. [Google Scholar] [CrossRef] [Scilit]
- Cepeda-Carrion, G.; Cegarra-Navarro, J.-G.; Cillo, V. Tips to use partial least squares structural equation modelling (PLS-SEM) in knowledge management. J. Knowl. Manag. 2019, 23, 67–89. [Google Scholar] [CrossRef] [Scilit]
- 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] [Scilit]
- Kock, N.; Lynn, G.S. Stevens Institute of Technology Lateral Collinearity and Misleading Results in Variance-Based SEM: An Illustration and Recommendations. J. Assoc. Inf. Syst. 2012, 13, 546–580. [Google Scholar] [CrossRef] [Scilit]
- Hair, J.F.; Matthews, L.M.; Matthews, R.L.; Sarstedt, M. PLS-SEM or CB-SEM: Updated guidelines on which method to use. Int. J. Multivar. Data Anal. 2017, 1, 107. [Google Scholar] [CrossRef] [Scilit]
- Latan, H. PLS Path Modeling in Hospitality and Tourism Research: The Golden Age and Days of Future Past. In Applying Partial Least Squares in Tourism and Hospitality Research; Emerald Publishing Limited: Bingley, UK, 2018; pp. 53–83. [Google Scholar] [CrossRef] [Scilit]
- Hair, J.F.; Risher, J.J.; Sarstedt, M.; Ringle, C.M. When to use and how to report the results of PLS-SEM. Eur. Bus. Rev. 2019, 31, 2–24. [Google Scholar] [CrossRef] [Scilit]
- Kock, N. Common Method Bias in PLS-SEM. Int. J. e-Collaboration 2015, 11, 1–10. [Google Scholar] [CrossRef] [Scilit]
- Chin, W.W. Commentary: Issues and opinion on structural equation modeling. MIS Q. 1998, 22, 7–16. [Google Scholar]
- Trujillo-Gallego, M.; Sarache, W.; Jabbour, A.B.L.d.S. Digital technologies and green human resource management: Capabilities for GSCM adoption and enhanced performance. Int. J. Prod. Econ. 2022, 249, 108531. [Google Scholar] [CrossRef] [Scilit]
- Narimissa, O.; Kangarani-Farahani, A.; Molla-Alizadeh-Zavardehi, S. Drivers and barriers for implementation and improvement of Sustainable Supply Chain Management. Sustain. Dev. 2020, 28, 247–258. [Google Scholar] [CrossRef] [Scilit]
- Kandil, T.T. Green Human Resource Competency Mechanisms: Moderator Role Between Green Supply Chain and the Oil and Gas Industry Environmental Performance. Vision J. Bus. Perspect. 2023, 09722629231180684. [Google Scholar] [CrossRef] [Scilit]
- Atstāja, D.; Mukem, K.W. Sustainable Supply Chain Management in the Oil and Gas Industry in Developing Countries as a Part of the Quadruple Helix Concept: A Systematic Literature Review. Sustainability 2024, 16, 1776. [Google Scholar] [CrossRef] [Scilit]
- Wen, X.; Cheah, J.-H.; Lim, X.-J.; Ramachandran, S. Why does “green” matter in supply chain management? Exploring institutional pressures, green practices, green innovation, and economic performance in the Chinese chemical sector. J. Clean. Prod. 2023, 427, 139182. [Google Scholar] [CrossRef] [Scilit]
- Huang, X.; Ullah, M.; Wang, L.; Ullah, F.; Khan, R. Green supply chain management practices and triple bottom line performance: Insights from an emerging economy with a mediating and moderating model. J. Environ. Manag. 2024, 357, 120575. [Google Scholar] [CrossRef] [Scilit]
- Schulte, J.; Hallstedt, S.I. Company Risk Management in Light of the Sustainability Transition. Sustainability 2018, 10, 4137. [Google Scholar] [CrossRef] [Scilit]
- Ciocoiu, C.N.; Radu, C.; Colesca, S.E.; Prioteasa, A. Exploring the link between risk management and performance of MSMEs: A bibliometric review. J. Econ. Surv. 2025, 39, 1523–1552. [Google Scholar] [CrossRef] [Scilit]
- Kim, S.S. The role of knowledge and organizational support in explaining managers’ active risk management behavior. J. Enterp. Inf. Manag. 2019, 32, 345–363. [Google Scholar] [CrossRef] [Scilit]
- Yun, J. The effect of enterprise risk management on corporate risk management. Finance Res. Lett. 2023, 55, 103950. [Google Scholar] [CrossRef] [Scilit]
- Xu, N.; Lv, W.; Wang, J. The impact of digital transformation on firm performance: A perspective from enterprise risk management. Eurasian Bus. Rev. 2024, 14, 369–400. [Google Scholar] [CrossRef] [Scilit]
- Zimon, D.; Madzík, P. Standardized management systems and risk management in the supply chain. Int. J. Qual. Reliab. Manag. 2019, 37, 305–327. [Google Scholar] [CrossRef] [Scilit]
- Zou, Z.; Farnoosh, A.; McNamara, T. Risk analysis in the management of a green supply chain. Strat. Change 2021, 30, 5–17. [Google Scholar] [CrossRef] [Scilit]
- Rashid, A.; Rasheed, R.; Ngah, A.H.; Jayaratne, M.D.R.P.; Rahi, S.; Tunio, M.N. Role of information processing and digital supply chain in supply chain resilience through supply chain risk management. J. Glob. Oper. Strat. Sourc. 2024, 17, 429–447. [Google Scholar] [CrossRef] [Scilit]

| Variables | Indicators | Loading | Composite Reliability | Cronbach’s Alpha | ρA | AVE |
|---|---|---|---|---|---|---|
| IT & Business Strategy Alignment (IT-BSA) | IT-BSA 1 | 0.751 | 0.875 | 0.820 | 0.828 | 0.829 |
| IT-BSA 2 | 0.721 | |||||
| IT-BSA 3 | 0.816 | |||||
| IT-BSA 4 | 0.854 | |||||
| IT-BSA 5 | 0.823 | |||||
| IT-BSA 6 | 0.917 | |||||
| Transglobal Leadership (TL) | TL 1 | 0.794 | 0.799 | 0.801 | 0.893 | 0.769 |
| TL 2 | 0.928 | |||||
| TL 3 | 0.785 | |||||
| TL 4 | 0.923 | |||||
| TL 5 | 0.770 | |||||
| TL 6 | 0.892 | |||||
| Product Innovation (PI) | PI 1 | 0.873 | 0.826 | 0.864 | 0.840 | 0.805 |
| PI 2 | 0.801 | |||||
| Risk Management (RM) | RM 1 | 0.713 | 0.884 | 0.874 | 0.829 | 0.835 |
| RM 2 | 0.719 | |||||
| RM 3 | 0.869 | |||||
| Green Supply Chain Management (GSCM) | GSCM 1 | 0.897 | 0.882 | 0.807 | 0.812 | 0.824 |
| GSCM 2 | 0.787 | |||||
| GSCM 3 | 0.794 | |||||
| Sustainable Performance (SP) | SP 1 | 0.933 | 0.819 | 0.802 | 0.788 | 0.805 |
| SP 2 | 0.904 | |||||
| SP 3 | 0.839 |
| IT-BSA | TL | PI | RM | GSCM | SP | |
|---|---|---|---|---|---|---|
| IT-BSA | ||||||
| TL | 0.832 | |||||
| PI | 0.686 | 0.752 | ||||
| RM | 0.812 | 0.725 | 0.811 | |||
| GSCM | 0.669 | 0.673 | 0.579 | 0.817 | ||
| SP | 0.540 | 0.732 | 0.616 | 0.586 | 0.733 |
| Variables | VIF |
|---|---|
| IT & Business Strategy Alignment (IT-BSA) | 2.652 |
| Transglobal Leadership (TL) | 1.628 |
| Product Innovation (PI) | 2.641 |
| Risk Management (RM) | 2.636 |
| Green Supply Chain Management (GSCM) | 2.811 |
| Sustainable Performance (SP) | 2.569 |
| Direct Effect | Coeff (β) | S.D | T Statistics | p-Value | 95% BCa CI | Decision | |
|---|---|---|---|---|---|---|---|
| H1 | IT-BSA → GSCM | 0.329 | 0.141 | 2.337 | 0.002 | [0.114, 0.370] | Supported |
| H2 | TL → GSCM | 0.468 | 0.070 | 6.655 | <0.001 | [0.350, 0.582] | Supported |
| H3 | PI → GSCM | 0.382 | 0.090 | 4.257 | <0.001 | [0.236, 0.529] | Supported |
| H4 | GSCM → SP | 0.515 | 0.068 | 7.531 | <0.001 | [0.485, 0.752] | Supported |
| Moderation Effect | Coeff (β) | T Statistics | p-Value | 95% BCa CI | Decision | |
|---|---|---|---|---|---|---|
| H5 | IT-BSA × RM → GSCM | 0.188 | 2.533 | <0.001 | [0.109, 0.306] | Supported |
| H6 | TL × RM → GSCM | 0.288 | 4.880 | <0.001 | [0.199, 0.392] | Supported |
| H7 | PI × RM → GSCM | 0.235 | 3.643 | <0.001 | [0.135, 0.347] | Supported |
| PLS-SEM | LM | ||||
|---|---|---|---|---|---|
| Q2predict | RMSE | MAE | RMSE | MAE | |
| GSCM 1 | 0.457 | 0.430 | 0.307 | 0.445 | 0.308 |
| GSCM 2 | 0.569 | 0.394 | 0.281 | 0.414 | 0.273 |
| GSCM 3 | 0.484 | 0.452 | 0.353 | 0.489 | 0.373 |
| SP 1 | 0.595 | 0.368 | 0.262 | 0.397 | 0.275 |
| SP 2 | 0.480 | 0.439 | 0.335 | 0.448 | 0.323 |
| SP 3 | 0.480 | 0.538 | 0.437 | 0.528 | 0.422 |
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Stendel, A.P.; Hidayat, K.; Damayanti, C.R.; Z.A., Z. Achieving Sustainable Performance Through Green Supply Chain Management: Does Risk Management Matter? A Moderation Analysis in the Oil & Gas Sector in Indonesia. Sustainability 2026, 18, 94. https://doi.org/10.3390/su18010094
Stendel AP, Hidayat K, Damayanti CR, Z.A. Z. Achieving Sustainable Performance Through Green Supply Chain Management: Does Risk Management Matter? A Moderation Analysis in the Oil & Gas Sector in Indonesia. Sustainability. 2026; 18(1):94. https://doi.org/10.3390/su18010094
Chicago/Turabian StyleStendel, Alex Permana, Kadarisman Hidayat, Cacik Rut Damayanti, and Zahroh Z.A. 2026. "Achieving Sustainable Performance Through Green Supply Chain Management: Does Risk Management Matter? A Moderation Analysis in the Oil & Gas Sector in Indonesia" Sustainability 18, no. 1: 94. https://doi.org/10.3390/su18010094
APA StyleStendel, A. P., Hidayat, K., Damayanti, C. R., & Z.A., Z. (2026). Achieving Sustainable Performance Through Green Supply Chain Management: Does Risk Management Matter? A Moderation Analysis in the Oil & Gas Sector in Indonesia. Sustainability, 18(1), 94. https://doi.org/10.3390/su18010094

