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Prediction-oriented modeling in business research by means of PLS path modeling: Introduction to a JBR special section

Citations

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Cited by:

  1. Shufeng Simon Xiao & Yong Kyu Lew & Byung Il Park, 2020. "International Network Searching, Learning, and Explorative Capability: Small and Medium-sized Enterprises from China," Management International Review, Springer, vol. 60(4), pages 597-621, August.
  2. Florian Schuberth, 2021. "Confirmatory composite analysis using partial least squares: setting the record straight," Review of Managerial Science, Springer, vol. 15(5), pages 1311-1345, July.
  3. Wu, Kaiyang & Raab, Carola & Chang, Wen & Krishen, Anjala, 2016. "Understanding Chinese tourists' food consumption in the United States," Journal of Business Research, Elsevier, vol. 69(10), pages 4706-4713.
  4. Ciampi, Francesco & Demi, Stefano & Magrini, Alessandro & Marzi, Giacomo & Papa, Armando, 2021. "Exploring the impact of big data analytics capabilities on business model innovation: The mediating role of entrepreneurial orientation," Journal of Business Research, Elsevier, vol. 123(C), pages 1-13.
  5. Steininger, Dennis M. & Gatzemeier, Simon, 2019. "Digitally forecasting new music product success via active crowdsourcing," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 167-180.
  6. Mikalef, Patrick & Pateli, Adamantia, 2017. "Information technology-enabled dynamic capabilities and their indirect effect on competitive performance: Findings from PLS-SEM and fsQCA," Journal of Business Research, Elsevier, vol. 70(C), pages 1-16.
  7. Nedkovski, Vojkan & Guerci, Marco & De Battisti, Francesca & Siletti, Elena, 2017. "Organizational ethical climates and employee's trust in colleagues, the supervisor, and the organization," Journal of Business Research, Elsevier, vol. 71(C), pages 19-26.
  8. Peng Liu & Run Yang & Zhigang Xu, 2019. "Public Acceptance of Fully Automated Driving: Effects of Social Trust and Risk/Benefit Perceptions," Risk Analysis, John Wiley & Sons, vol. 39(2), pages 326-341, February.
  9. Alicia Martín-Navarro & Félix Velicia-Martín & José Aurelio Medina-Garrido & Ricardo Gouveia Rodrigues, 2023. "Causal propensity as an antecedent of entrepreneurial intentions," International Entrepreneurship and Management Journal, Springer, vol. 19(2), pages 501-522, June.
  10. Astadi Pangarso & Kristina Sisilia & Retno Setyorini & Yahya Peranginangin & Agni Alam Awirya, 2022. "The long path to achieving green economy performance for micro small medium enterprise," Journal of Innovation and Entrepreneurship, Springer, vol. 11(1), pages 1-19, December.
  11. Streukens, Sandra & Leroi-Werelds, Sara, 2016. "Bootstrapping and PLS-SEM: A step-by-step guide to get more out of your bootstrap results," European Management Journal, Elsevier, vol. 34(6), pages 618-632.
  12. Widaryanti & Wan Abdullah & Riana Sitawati & Luhgiatno, 2026. "Exploring the application of PLS-SEM in business, management, and accounting research: a bibliometric approach," Quality & Quantity: International Journal of Methodology, Springer, vol. 60(1), pages 2407-2434, February.
  13. Syed Abdul Rehman Khan & Asif Razzaq & Zhang Yu & Sharon Miller, 2021. "Retracted: Industry 4.0 and circular economy practices: A new era business strategies for environmental sustainability," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 4001-4014, December.
  14. Stephan Gerschewski & Yong Kyu Lew & Zaheer Khan & Byung Il Park, 2018. "Post-Entry Performance of International New Ventures: The Mediating Role of Learning Orientation," John H Dunning Centre for International Business Discussion Papers jhd-dp2018-06, Henley Business School, University of Reading.
  15. Ali, Murad & Seny Kan, Konan Anderson & Sarstedt, Marko, 2016. "Direct and configurational paths of absorptive capacity and organizational innovation to successful organizational performance," Journal of Business Research, Elsevier, vol. 69(11), pages 5317-5323.
  16. Hock-Doepgen, Marianne & Clauss, Thomas & Kraus, Sascha & Cheng, Cheng-Feng, 2021. "Knowledge management capabilities and organizational risk-taking for business model innovation in SMEs," Journal of Business Research, Elsevier, vol. 130(C), pages 683-697.
  17. Salgado, Stéphane & Hemonnet-Goujot, Aurelie & Henard, David H. & de Barnier, Virginie, 2020. "The dynamics of innovation contest experience: An integrated framework from the customer’s perspective," Journal of Business Research, Elsevier, vol. 117(C), pages 29-43.
  18. Dragana Ćirović & Marina Dabić & Boban Melović & Tamara Backović, 2026. "Unleashing SME innovation in small open economies: the strategic role of market dynamism, R&D, and organizational capabilities," Review of Managerial Science, Springer, vol. 20(3), pages 737-773, March.
  19. Esfandiar, Kourosh & Sharifi-Tehrani, Mohamad & Pratt, Stephen & Altinay, Levent, 2019. "Understanding entrepreneurial intentions: A developed integrated structural model approach," Journal of Business Research, Elsevier, vol. 94(C), pages 172-182.
  20. Diego Monferrer & José Ramón Segarra & Marta Estrada & Miguel Ángel Moliner, 2019. "Service Quality and Customer Loyalty in a Post-Crisis Context. Prediction-Oriented Modeling to Enhance the Particular Importance of a Social and Sustainable Approach," Sustainability, MDPI, vol. 11(18), pages 1-27, September.
  21. Joana Carolina, Chaves-Vargas & Gabriela, Ribes-Giner & Ismael, Moya-Clemente, 2024. "Effect of the economic, social and technological factors on sustainable entrepreneurship over time," Journal of Business Research, Elsevier, vol. 173(C).
  22. Jiayi Wang, 2025. "Exploring determinants and development paths of rural economy from sustainable common-pool resource governance perspective," Economics of Governance, Springer, vol. 26(3), pages 271-311, September.
  23. Couder, Julien & Valette-Florence, Pierre, 2024. "How do customers experience terroir? An investigation of its ability to increase brand relationship quality," Journal of Business Research, Elsevier, vol. 181(C).
  24. Damjan Maletič & Matjaž Maletič & Basim Al-Najjar & Boštjan Gomišček, 2020. "An Analysis of Physical Asset Management Core Practices and Their Influence on Operational Performance," Sustainability, MDPI, vol. 12(21), pages 1-20, October.
  25. Vidushi Pandey & Sana Ansari, 2024. "Impact of Game Design Elements on Actual Usage vs Future Use Intentions of Mobile Payment App Users: A Motivation Based Approach," Information Systems Frontiers, Springer, vol. 26(5), pages 1-27, October.
  26. Felipe, Carmen M. & Roldán, José L. & Leal-Rodríguez, Antonio L., 2016. "An explanatory and predictive model for organizational agility," Journal of Business Research, Elsevier, vol. 69(10), pages 4624-4631.
  27. Alfonso Aranda-Usón & Pilar Portillo-Tarragona & Luz María Marín-Vinuesa & Sabina Scarpellini, 2019. "Financial Resources for the Circular Economy: A Perspective from Businesses," Sustainability, MDPI, vol. 11(3), pages 1-23, February.
  28. Md Maruf Hossan Chowdhury & Mohammad Tarikul Islam & Imran Ali & Mohammed Quaddus, 2024. "The role of social capital, resilience, and network complexity in attaining supply chain sustainability," Business Strategy and the Environment, Wiley Blackwell, vol. 33(3), pages 2621-2639, March.
  29. Jörg Henseler, 2018. "Partial least squares path modeling: Quo vadis?," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(1), pages 1-8, January.
  30. Eloy Gil-Cordero & Pablo Ledesma-Chaves & Sunghoon Yoo & Heesup Han, 2023. "Luxury tourism and purchase intention factors: a mixed approach applied to luxury goods," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-20, December.
  31. Muhammad Awais Baloch & Fanchen Meng & Rab Nawaz Lodhi, 2019. "Information Systems Capabilities and Customer Capital: A Multiple Mediation Model," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 16(03), pages 1-23, May.
  32. Zengjian Huang & Amna Shahzadi & Yaser Daanial Khan, 2022. "Unfolding the Impact of Quality 4.0 Practices on Industry 4.0 and Circular Economy Practices: A Hybrid SEM-ANN Approach," Sustainability, MDPI, vol. 14(23), pages 1-20, November.
  33. Thomas, Asha & Duggal, Harshleen Kaur & Khatri, Puja & Corvello, Vincenzo, 2024. "ChatGPT appropriation: A catalyst for creative performance, innovation orientation, and agile leadership," Technology in Society, Elsevier, vol. 78(C).
  34. Chaeyoung Lim & Jongchang Ahn, 2021. "Social Overload and Discontinuance Intention on Facebook: A Comparative Study," Sustainability, MDPI, vol. 13(22), pages 1-17, November.
  35. Sweeney, John T. & Suh, Ik Seon & Dalton, Kenneth C. & Meljem, Sylvia, 2017. "Are workpaper reviews preparer-specific?," The British Accounting Review, Elsevier, vol. 49(6), pages 560-577.
  36. Che’ Rozaniza Azizan & Samsilah Roslan & Maria Chong Abdullah & Soaib Asimiran & Zeinab Zaremohzzabieh & Seyedali Ahrari, 2021. "Does a Person-Environment-Fit Promote the Academic Achievement of Hearing-Impaired Students in Malaysian Polytechnics? The Mediating Effects of Satisfaction and Adjustment," IJERPH, MDPI, vol. 18(24), pages 1-20, December.
  37. Liu, Yang & Deng, Ping & Wei, Jiang & Ying, Ying & Wu, Bing, 2021. "How to gain from international R&D alliances? A mutual dependence logic," Journal of Business Research, Elsevier, vol. 135(C), pages 800-815.
  38. Makhabbat Ramazanova & Bartolomé Deyà Tortella & Anuarbek Kakabayev & Ana Maria Caldeira & Maria João Carneiro, 2023. "Do Sustainability Perceptions Affect Lake Destination Loyalty?," Sustainability, MDPI, vol. 15(18), pages 1-21, September.
  39. Saari, Ulla A. & Damberg, Svenja & Frömbling, Lena & Ringle, Christian M., 2021. "Sustainable consumption behavior of Europeans: The influence of environmental knowledge and risk perception on environmental concern and behavioral intention," Ecological Economics, Elsevier, vol. 189(C).
  40. Kessous, Aurélie & Valette-Florence, Pierre, 2019. "“From Prada to Nada”: Consumers and their luxury products: A contrast between second-hand and first-hand luxury products," Journal of Business Research, Elsevier, vol. 102(C), pages 313-327.
  41. Ahmad Aizuddin Md Rami & Zeinab Zaremohzzabieh & Faiq Aziz & Ismi Arif Ismail & Haslinda Abdullah, 2022. "Moderating Role of Extrinsic and Intrinsic Motivations in the Relationship between Community Leadership and Social Capital in Rural Malaysia," Sustainability, MDPI, vol. 14(24), pages 1-16, December.
  42. Benhayoun, Lamiae & Le Dain, Marie-Anne & Dominguez-Péry, Carine & Lyons, Andrew C., 2020. "SMEs embedded in collaborative innovation networks: How to measure their absorptive capacity?," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
  43. Mohammad Asif Salam & Murad Ali & Konan Anderson Seny Kan, 2017. "Analyzing Supply Chain Uncertainty to Deliver Sustainable Operational Performance: Symmetrical and Asymmetrical Modeling Approaches," Sustainability, MDPI, vol. 9(12), pages 1-17, November.
  44. Chameroy, Fabienne & Salgado, Stéphane & de Barnier, Virginie & Chaney, Damien, 2024. "In platform we trust: How interchangeability affects trust decisions in collaborative consumption," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
  45. Alicia Ramírez-Orellana & Daniel Ruiz-Palomo & Alfonso Rojo-Ramírez & John E. Burgos-Burgos, 2021. "The Ecuadorian Banana Farms Managers’ Perceptions: Innovation as a Driver of Environmental Sustainability Practices," Agriculture, MDPI, vol. 11(3), pages 1-18, March.
  46. Zulfiqar Ali & Hongyi Sun & Murad Ali, 2017. "The Impact of Managerial and Adaptive Capabilities to Stimulate Organizational Innovation in SMEs: A Complementary PLS–SEM Approach," Sustainability, MDPI, vol. 9(12), pages 1-23, November.
  47. Liu, Peng & Xu, Zhigang & Zhao, Xiangmo, 2019. "Road tests of self-driving vehicles: Affective and cognitive pathways in acceptance formation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 124(C), pages 354-369.
  48. Anand, Amitabh & Dalmasso, Audrey & Vessal, Saeedeh Rezaee & Parameswar, Nakul & Rajasekar, James & Dhal, Manoranjan, 2023. "The effect of job security, insecurity, and burnout on employee organizational commitment," Journal of Business Research, Elsevier, vol. 162(C).
  49. Barba-Aragón, María Isabel & Jiménez-Jiménez, Daniel, 2020. "HRM and radical innovation: A dual approach with exploration as a mediator," European Management Journal, Elsevier, vol. 38(5), pages 791-803.
  50. Ulf Diefenbach & Andreas Wald & Ronald Gleich, 2018. "Between cost and benefit: investigating effects of cost management control systems on cost efficiency and organisational performance," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 29(1), pages 63-89, March.
  51. Rafael Sancho-Zamora & Felipe Hernández-Perlines & Isidro Peña-García & Santiago Gutiérrez-Broncano, 2022. "The Impact of Absorptive Capacity on Innovation: The Mediating Role of Organizational Learning," IJERPH, MDPI, vol. 19(2), pages 1-15, January.
  52. Macario Rodríguez-Entrena & Florian Schuberth & Carsten Gelhard, 2018. "Assessing statistical differences between parameters estimates in Partial Least Squares path modeling," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(1), pages 57-69, January.
  53. Muhammad Anwar & Thomas Clauss & Wunnam Basit Issah, 2022. "Entrepreneurial orientation and new venture performance in emerging markets: the mediating role of opportunity recognition," Review of Managerial Science, Springer, vol. 16(3), pages 769-796, April.
  54. Roberto Pico-Saltos & David Sabando-Vera & Marcela Yonfa-Medranda & Javier Garzás & Andrés Redchuk, 2022. "Hierarchical Component Model (HCM) of Career Success and the Moderating Effect of Gender, from the Perspective of University Alumni: Multigroup Analysis and Empirical Evidence from Quevedo, Ecuador," Sustainability, MDPI, vol. 15(1), pages 1-25, December.
  55. Vaithilingam, Santha & Ong, Chu Sun & Moisescu, Ovidiu I. & Nair, Mahendhiran S., 2024. "Robustness checks in PLS-SEM: A review of recent practices and recommendations for future applications in business research," Journal of Business Research, Elsevier, vol. 173(C).
  56. Ng, Poh Yen & Dayan, Mumin & Di Benedetto, Anthony, 2019. "Performance in family firm: Influences of socioemotional wealth and managerial capabilities," Journal of Business Research, Elsevier, vol. 102(C), pages 178-190.
  57. Imran Ali & Murad Ali & Saeed Badghish & Thamer Ahmad S. Baazeem, 2018. "Examining the Role of Childhood Experiences in Developing Altruistic and Knowledge Sharing Behaviors among Children in Their Later Life: A Partial Least Squares (PLS) Path Modeling Approach," Sustainability, MDPI, vol. 10(2), pages 1-24, January.
  58. Marko Sarstedt & Christian M Ringle & Jun-Hwa Cheah & Hiram Ting & Ovidiu I Moisescu & Lacramioara Radomir, 2020. "Structural model robustness checks in PLS-SEM," Tourism Economics, , vol. 26(4), pages 531-554, June.
  59. Kim, Myung Ja & Lee, Choong-Ki & Bonn, Mark, 2017. "Obtaining a better understanding about travel-related purchase intentions among senior users of mobile social network sites," International Journal of Information Management, Elsevier, vol. 37(5), pages 484-496.
  60. Marzi, Giacomo & Fakhar Manesh, Mohammad & Caputo, Andrea & Pellegrini, Massimiliano Matteo & Vlačić, Božidar, 2023. "Do or do not. Cognitive configurations affecting open innovation adoption in SMEs," Technovation, Elsevier, vol. 119(C).
  61. Hemonnet-Goujot, Aurélie & Valette-Florence, Pierre, 2022. "“All you need is love” from product design value perception to luxury brand love: An integrated framework," Journal of Business Research, Elsevier, vol. 139(C), pages 1463-1475.
  62. Wang, Ying & Zhang, Qi & Bilsborrow, Richard & Tao, Shiqi & Chen, Xiaodong & Sullivan-Wiley, Kira & Huang, Qingfeng & Li, Jiangfeng & Song, Conghe, 2020. "Effects of payments for ecosystem services programs in China on rural household labor allocation and land use: Identifying complex pathways," Land Use Policy, Elsevier, vol. 99(C).
  63. Cachón Rodríguez, Gabriel & Prado Román, Camilo, 2020. "The identification-loyalty relationship in a university context of crisis: the moderating role of students and graduates," Cuadernos de Gestión, Universidad del País Vasco - Instituto de Economía Aplicada a la Empresa (IEAE).
  64. Hair, Joseph F. & Astrachan, Claudia Binz & Moisescu, Ovidiu I. & Radomir, Lăcrămioara & Sarstedt, Marko & Vaithilingam, Santha & Ringle, Christian M., 2021. "Executing and interpreting applications of PLS-SEM: Updates for family business researchers," Journal of Family Business Strategy, Elsevier, vol. 12(3).
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