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Partial Least Squares Structural Equation Modeling

In: Handbook of Market Research

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Cited by:

  1. Muhammad Ussama Majeed & Sumaira Aslam & Shah Ali Murtaza & Szakács Attila & Edina Molnár, 2022. "Green Marketing Approaches and Their Impact on Green Purchase Intentions: Mediating Role of Green Brand Image and Consumer Beliefs towards the Environment," Sustainability, MDPI, vol. 14(18), pages 1-18, September.
  2. Dominik Borawski, 2022. "The Mediating Role of Positive Orientation in the Relationship between Loneliness and Meaning in Life," IJERPH, MDPI, vol. 19(16), pages 1-8, August.
  3. Pham Quoc Thuan & Nguyen Vinh Khuong & Nguyen Duong Cam Anh & Nguyen Thi Xuan Hanh & Vo Huynh Anh Thi & Tieu Ngoc Bao Tram & Chu Gia Han, 2022. "The Determinants of the Usage of Accounting Information Systems toward Operational Efficiency in Industrial Revolution 4.0: Evidence from an Emerging Economy," Economies, MDPI, vol. 10(4), pages 1-19, April.
  4. Abdullah Kaid Al‐Swidi & Joseph F. Hair & Mohammed A. Al‐Hakimi, 2023. "Sustainable development‐oriented regulatory and competitive pressures to shift toward a circular economy: The role of environmental orientation and Industry 4.0 technologies," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 4782-4797, November.
  5. Conrad Baldner & Daniela Di Santo & Marta Viola & Antonio Pierro, 2022. "Perceived COVID-19 Threat and Reactions to Noncompliant Health-Protective Behaviors: The Mediating Role of Desired Cultural Tightness and the Moderating Role of Age," IJERPH, MDPI, vol. 19(4), pages 1-11, February.
  6. Pham Quang Huy & Vu Kien Phuc, 2023. "Big data in relation with business intelligence capabilities and e-commerce during COVID-19 pandemic in accountant’s perspective," Future Business Journal, Springer, vol. 9(1), pages 1-21, December.
  7. Dafna Kariv & Carlo Giglio & Vincenzo Corvello, 2025. "Fostering Entrepreneurial intentions: exploring the interplay of education and endogenous factors," International Entrepreneurship and Management Journal, Springer, vol. 21(1), pages 1-27, December.
  8. Bernardo Gala-Velásquez & Américo Hurtado-Palomino & Angela Y. Arredondo-Salas, 2023. "Organisational Flexibility and Innovation Performance: The Moderating Role of Management Support," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(2), pages 219-234, June.
  9. Wagih Salama & Mohamed Nor El Deen & Azzam Albakhit & Karam Zaki, 2022. "Understanding the Connection between Sustainable Human Resource Management and the Hotel Business Outcomes: Evidence from the Green-Certified Hotels of Egypt," Sustainability, MDPI, vol. 14(9), pages 1-22, May.
  10. Soyoung An & Weolho Kim & Bongkoo Lee & Jungho Suh, 2022. "A Study on the Tourism-Related Information Consumption Process of Tourists on Social Networking Sites," Sustainability, MDPI, vol. 14(7), pages 1-16, March.
  11. Tai-Ming Wut & Stephanie-Wing Lee & Jing (Bill) Xu, 2022. "Role of Organizational Resilience and Psychological Resilience in the Workplace—Internal Stakeholder Perspective," IJERPH, MDPI, vol. 19(18), pages 1-14, September.
  12. Tae-Hwan Yoon & Saerom Wang, 2023. "How Important Is Stakeholder Collaboration in the MICE Industry: Antecedents and Outcomes of Supply Chain Integration," Sustainability, MDPI, vol. 15(20), pages 1-19, October.
  13. Shaowen Wang & Xiaojun Liu & Weixing Shao, 2023. "Drivers of Engineering Procurement and Construction Model Adoption Behavior by Public Construction Owners in China," Sustainability, MDPI, vol. 15(15), pages 1-20, August.
  14. Kalisri Logeswaran Aravindan & Thurasamy Ramayah & Munusamy Thavanethen & Murali Raman & Narinasamy Ilhavenil & Sanmugam Annamalah & Yap Voon Choong, 2023. "Modeling Positive Electronic Word of Mouth and Purchase Intention Using Theory of Consumption Value," Sustainability, MDPI, vol. 15(4), pages 1-19, February.
  15. Luo, Xi & Cheah, Jun-Hwa & Hollebeek, Linda D. & Lim, Xin-Jean, 2024. "Boosting customers’ impulsive buying tendency in live-streaming commerce: The role of customer engagement and deal proneness," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
  16. Mubariz Mammadli, 2022. "Environmentally Responsible Business Approaches in Azerbaijan," Sustainability, MDPI, vol. 14(10), pages 1-25, May.
  17. Xinyuan Zhang & Emmanuel Nketiah & Victor Shi & Jinfu Cheng, 2023. "Who Will Save Energy? An Extension of Social Cognitive Theory with Place Attachment to Understand Residents’ Energy-Saving Behaviors," Sustainability, MDPI, vol. 16(1), pages 1-21, December.
  18. Pablo Moya Martínez & Raúl del Pozo Rubio & Pablo Ruiz Palomino, 2024. "The Risk For Mobility Limitation In Older Adults: A Cross-Sectional European Study," Hacienda Pública Española / Review of Public Economics, IEF, vol. 249(2), pages 65-81, June.
  19. Yunyun Duan & Nurul Ain Mohd Hasan & Feroz De Costa & Sharifah Sofiah Syed Zainudin, 2024. "Case Study on Different Types of Corporate Social Responsibility (CSR) Communication on Social Media and Brand Loyalty: The Mediating Role of Brand Identification in the Dairy Industry of China," Studies in Media and Communication, Redfame publishing, vol. 12(3), pages 151-167, September.
  20. Mikelsone Elina & Spilbergs Aivars & Segers Jean-Pierre & Frisfelds Janis, 2022. "Adaptation and Appropriation of Different Web-Based Idea Management System Types," Economics and Culture, Sciendo, vol. 19(1), pages 30-42, June.
  21. Michels, Marius & Bonke, Vanessa & Wever, Hendrik & Musshoff, Oliver, 2024. "Understanding farmers' intention to buy alternative fuel tractors in German agriculture applying the Unified Theory of Acceptance and Use of Technology," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
  22. Jinjing Yang & Cong Cao & Chensang Ye & Yangyan Shi, 2022. "Effects of Interface Design and Live Atmosphere on Consumers’ Impulse-Buying Behaviour from the Perspective of Human–Computer Interaction," Sustainability, MDPI, vol. 14(12), pages 1-21, June.
  23. Telma Mendes & Carina Silva & Alexandra Braga, 2023. "Dancing with Giants: A Unified Framework for Cooperation Networks, Speed of Internationalisation, and Performance," Sustainability, MDPI, vol. 15(3), pages 1-32, January.
  24. Yogesh Upadhyay & Ruturaj Baber & Justin Paul & Prerana Baber & Lisa Cain, 2024. "Beyond the first bite: understanding how online experience shapes user loyalty in the mobile food app market," Electronic Commerce Research, Springer, vol. 24(2), pages 799-823, June.
  25. Valentin Kuleto & Milena P. Ilić & Rocsana Bucea-Manea-Țoniş & David-Florin Ciocodeică & Horia Mihălcescu & Veronica Mindrescu, 2022. "The Attitudes of K–12 Schools’ Teachers in Serbia towards the Potential of Artificial Intelligence," Sustainability, MDPI, vol. 14(14), pages 1-12, July.
  26. Mwesiumo, Deodat & Halpern, Nigel & Bråthen, Svein & Budd, Thomas & Suau-Sanchez, Pere, 2023. "Perceived benefits as a driver and necessary condition for the willingness of air passengers to provide personal data for non-mandatory digital services at airports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 171(C).
  27. Federica Cugnata & Chiara Brombin & Chiara Maria Poli & Roberto Buccione & Clelia Serio, 2024. "Modelling perception and resilience factors to data sharing in clinical and basic research: an observational study," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(6), pages 3169-3192, June.
  28. Mohammed Laeequddin & Waheed Kareem Abdul & Vinita Sahay & Aviral Kumar Tiwari, 2022. "Factors That Influence the Safe Disposal Behavior of E-Waste by Electronics Consumers," Sustainability, MDPI, vol. 14(9), pages 1-16, April.
  29. Jacek Adamek & Ma³gorzata Solarz, 2023. "Adoption factors in digital lending services offered by FinTech lenders," Oeconomia Copernicana, Institute of Economic Research, vol. 14(1), pages 169-212, March.
  30. Muhammad Farrukh Shahzad & Shuo Xu & Rimsha Baheer, 2024. "Assessing the factors influencing the intention to use information and communication technology implementation and acceptance in China’s education sector," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
  31. Svenja Damberg & Manfred Schwaiger & Christian M. Ringle, 2022. "What’s important for relationship management? The mediating roles of relational trust and satisfaction for loyalty of cooperative banks’ customers," Journal of Marketing Analytics, Palgrave Macmillan, vol. 10(1), pages 3-18, March.
  32. Amar Johri & Raj Kumar Singh & Hamad Alhumoudi & Abdullah Alakkas, 2024. "Examining the Influence of Sustainable Management Accounting on Sustainable Corporate Governance: Empirical Evidence," Sustainability, MDPI, vol. 16(21), pages 1-19, November.
  33. Veronica Mindrescu & Gabriel Simion & Ioan Turcu & Cristian Catuna & Dan Gheorghe Paun & Florentina Nechita, 2022. "The Multiplicative Effect Interaction between Outdoor Education Activities Based on the Sensory System," Sustainability, MDPI, vol. 14(19), pages 1-14, September.
  34. Oliva M. D. Martins & Rocsana Bucea-Manea-Țoniș & Jasmina Bašić & Ana Sofia Coelho & Violeta-Elena Simion, 2022. "Insect-Based Food: A (Free) Choice," Sustainability, MDPI, vol. 14(12), pages 1-22, June.
  35. Fidan Kurtaliqi & Caroline Lancelot Miltgen & Giampaolo Viglia & Gaëlle Pantin-Sohier, 2024. "Using advanced mixed methods approaches: Combining PLS-SEM and qualitative studies," Post-Print hal-04354479, HAL.
  36. Chaeyoung Lim & Jongchang Ahn, 2021. "Social Overload and Discontinuance Intention on Facebook: A Comparative Study," Sustainability, MDPI, vol. 13(22), pages 1-17, November.
  37. Richter, Nicole Franziska & Tudoran, Ana Alina, 2024. "Elevating theoretical insight and predictive accuracy in business research: Combining PLS-SEM and selected machine learning algorithms," Journal of Business Research, Elsevier, vol. 173(C).
  38. Turki Mesfer Alqahtani & Farrah Dina Yusop & Siti Hajar Halili, 2023. "Content validity of the Constructivist Learning in Higher Education Settings (CLHES) scale in the context of the flipped classroom in higher education," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
  39. Sarstedt, Marko & Radomir, Lăcrămioara & Moisescu, Ovidiu Ioan & Ringle, Christian M., 2022. "Latent class analysis in PLS-SEM: A review and recommendations for future applications," Journal of Business Research, Elsevier, vol. 138(C), pages 398-407.
  40. 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).
  41. Minerva Aguilar-Rivero & José E. Ramos-Ruiz & Lucía Castaño-Prieto & Alba Viana-Lora, 2024. "Assessing age-related influences on motivation and attachment in film tourism: a SHAFE approach," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-9, December.
  42. Muhammad Yaseen Bhutto & Mussadiq Ali Khan & Myriam Ertz & Haowei Sun, 2022. "Investigating the Role of Ethical Self-Identity and Its Effect on Consumption Values and Intentions to Adopt Green Vehicles among Generation Z," Sustainability, MDPI, vol. 14(5), pages 1-18, March.
  43. Adu-Gyamfi, Gibbson & Song, Huaming & Nketiah, Emmanuel & Obuobi, Bright & Wu, Qin & Cudjoe, Dan, 2024. "Refueling convenience and range satisfaction in electric mobility: Investigating consumer willingness to use battery swap services for electric vehicles," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
  44. Cheah, Jun-Hwa & Amaro, Suzanne & Roldán, José L., 2023. "Multigroup analysis of more than two groups in PLS-SEM: A review, illustration, and recommendations," Journal of Business Research, Elsevier, vol. 156(C).
  45. Laura Urdes & Violeta-Elena Simion & Laurentiu-Gabriel Talaghir & Veronica Mindrescu, 2022. "An Integrative Approach to Healthy Social-Ecological System to Support Increased Resilience of Resource Management in Food-Producing Systems," Sustainability, MDPI, vol. 14(22), pages 1-18, November.
  46. Shehu Rabiah Na-Allah & Noor Hazlina Ahmad, 2022. "Entrepreneurial Orientation and Venture Creation in Nigerian Context: Assessing Mediating and Moderating Roles of Self-Efficacy and Entrepreneurial Support among Graduates," Sustainability, MDPI, vol. 14(9), pages 1-25, April.
  47. Imran Hossain & Md. Nekmahmud & Maria Fekete-Farkas, 2022. "How Do Environmental Knowledge, Eco-Label Knowledge, and Green Trust Impact Consumers’ Pro-Environmental Behaviour for Energy-Efficient Household Appliances?," Sustainability, MDPI, vol. 14(11), pages 1-16, May.
  48. Ekka Susmita & Singh Punam, 2022. "Predicting HR Professionals’ Adoption of HR Analytics: An Extension of UTAUT Model," Organizacija, Sciendo, vol. 55(1), pages 77-93, February.
  49. Carla Mascarenhas & Anderson Rei Galvão & Carla Susana Marques, 2022. "How Perceived Organizational Support, Identification with Organization and Work Engagement Influence Job Satisfaction: A Gender-Based Perspective," Administrative Sciences, MDPI, vol. 12(2), pages 1-15, May.
  50. Oliva M. D. Martins & Rocsana Bucea-Manea-Țoniș & Ana Sofia Coelho & Violeta-Elena Simion, 2022. "Sensory Perception Nudge: Insect-Based Food Consumer Behavior," Sustainability, MDPI, vol. 14(18), pages 1-18, September.
  51. Abebe Negeri Shonte & Quan Ji, 2022. "Management Commitment and Sustainable Coffee Export Performance, Evidence from Ethiopian Companies: The Mediating Role of Corporate Social Responsibility," Sustainability, MDPI, vol. 14(19), pages 1-19, October.
  52. Yanmei Jiang & Antonio K. W. Lau, 2023. "Understanding Post-Adoption Behavioral Intentions of Mobile Health Service Users: An Empirical Study during COVID-19," IJERPH, MDPI, vol. 20(5), pages 1-21, February.
  53. Mohammed Awad Alshahrani & Mohammad Asif Salam, 2022. "The Role of Supply Chain Resilience on SMEs’ Performance: The Case of an Emerging Economy," Logistics, MDPI, vol. 6(3), pages 1-20, July.
  54. Ali Saleh Alshebami & Theyazn H. H. Aldhyani, 2022. "The Interplay of Social Influence, Financial Literacy, and Saving Behaviour among Saudi Youth and the Moderating Effect of Self-Control," Sustainability, MDPI, vol. 14(14), pages 1-18, July.
  55. Sumera Syed & Fauziah Sh. Ahmad & Syed Rashid Hussain Shah, 2022. "The Influence of Attitude on Consumers’ Autonomy to make Halal Food Purchase Intention: An Overview of Self-determination in a Collectivist Culture," International Business Research, Canadian Center of Science and Education, vol. 15(3), pages 1-75, March.
  56. Natasha Juliana & Suddin Lada & Brahim Chekima & Azaze-Azizi Abdul Adis, 2022. "Exploring Determinants Shaping Recycling Behavior Using an Extended Theory of Planned Behavior Model: An Empirical Study of Households in Sabah, Malaysia," Sustainability, MDPI, vol. 14(8), pages 1-13, April.
  57. Mariia Sozoniuk & Jonghun Park & Natalia Lumby, 2022. "Investigating Residents’ Acceptance of Mobile Apps for Household Recycling: A Case Study of New Jersey," Sustainability, MDPI, vol. 14(17), pages 1-18, August.
  58. Reginald A. Silver & Joumana Haidar & Chandrika Johnson, 2024. "A state-level analysis of macro-level factors associated with hospital readmissions," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 25(7), pages 1205-1215, September.
  59. Ching-Hsiang Lai & Yan-Kwang Chen & Ya-huei Wang & Hung-Chang Liao, 2022. "The Study of Learning Computer Programming for Students with Medical Fields of Specification—An Analysis via Structural Equation Modeling," IJERPH, MDPI, vol. 19(10), pages 1-17, May.
  60. Chu Sheng Ding & Tiong Koh Chieng & Chih Siong Wong & Shi Yee Wong & Prescilla Anak Palis, 2024. "Factors Affecting Buyer-Supplier Relationship in Sarawak, Malaysia from the Construction Contractor’s Perspective: A PLS-SEM Approach," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(8), pages 450-463, August.
  61. Carmen Dolores Blázquez Puerta & Guillermo Bermúdez-González & Ismael P. Soler García, 2022. "Human Systematic Innovation Helix: Knowledge Management, Emotional Intelligence and Entrepreneurial Competency," Sustainability, MDPI, vol. 14(7), pages 1-21, April.
  62. Sharmini Gopinathan & Anisha Haveena Kaur & Segaran Veeraya & Murali Raman, 2022. "The Role of Digital Collaboration in Student Engagement towards Enhancing Student Participation during COVID-19," Sustainability, MDPI, vol. 14(11), pages 1-23, June.
  63. Ana Maria Caldeira & Cláudia Seabra & Miral Sabry AlAshry, 2022. "Contrasting the COVID-19 Effects on Tourism Safety Perceptions and Coping Behavior among Young People during Two Pandemic Waves: Evidence from Egypt," Sustainability, MDPI, vol. 14(12), pages 1-16, June.
  64. Sukhov, Alexandre & Friman, Margareta & Olsson, Lars E., 2023. "Unlocking potential: An integrated approach using PLS-SEM, NCA, and fsQCA for informed decision making," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
  65. Ghaffar, Abdul & Islam, Tahir & Khan, Huda & Kincl, Tomas & Sharma, Anshuman, 2023. "A sustainable Retailer's journey to sustainable practices: Prioritizing the customer and the planet," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
  66. Andrea Bencsik & Dávid Máté Hargitai & Anastasia Kulachinskaya, 2022. "Trust in and Risk of Technology in Organizational Digitalization," Risks, MDPI, vol. 10(5), pages 1-19, April.
  67. Rocsana Bucea-Manea-Țoniş & Valentin Kuleto & Simona Corina Dobre Gudei & Costin Lianu & Cosmin Lianu & Milena P. Ilić & Dan Păun, 2022. "Artificial Intelligence Potential in Higher Education Institutions Enhanced Learning Environment in Romania and Serbia," Sustainability, MDPI, vol. 14(10), pages 1-18, May.
  68. Choobchian, Pooria & Mohammadi, Ali & Zou, Bo & Hair, Joseph F. & Valinejad, Mahsa & Shin, Jaeyong & Sriraj, P.S., 2024. "Calibrating walkability indicators for commute walk trips: A structural equation modeling approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 179(C).
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