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Formative versus reflective measurement models: Two applications of formative measurement

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  1. Tarek Ibrahim Eldomiaty & Mohamed Hashem Rashwan & Mohamed Bahaa El Din & Waleed Tayel, 2016. "Firm, industry and economic determinants of working capital at risk," International Journal of Financial Engineering (IJFE), World Scientific Publishing Co. Pte. Ltd., vol. 3(04), pages 1-29, December.
  2. Elisabetta Segre & Tommaso Rondinella & Massimiliano Mascherini, 2011. "Well-Being in Italian Regions. Measures, Civil Society Consultation and Evidence," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 102(1), pages 47-69, May.
  3. Bhumika Gupta & Salil K. Sen, 2019. "Carbon Capture Usage and Storage with Scale-up: Energy Finance through Bricolage Deploying the Co-integration Methodology," International Journal of Energy Economics and Policy, Econjournals, vol. 9(6), pages 146-153.
  4. Rajesh Srivastava & Thomas Tang, 2015. "Coping Intelligence: Coping Strategies and Organizational Commitment Among Boundary Spanning Employees," Journal of Business Ethics, Springer, vol. 130(3), pages 525-542, September.
  5. Jiang, Qijie & McCabe, Scott, 2021. "Information technology and destination performance: Examining the role of dynamic capabilities," Annals of Tourism Research, Elsevier, vol. 91(C).
  6. Jiang, Kai & Luk, Sherriff Ting-kwong & Cardinali, Silvio, 2018. "The role of pre-consumption experience in perceived value of retailer brands: Consumers' experience from emerging markets," Journal of Business Research, Elsevier, vol. 86(C), pages 374-385.
  7. Inna Kozlinska & Tõnis Mets & Kärt Rõigas, 2020. "Measuring Learning Outcomes of Entrepreneurship Education Using Structural Equation Modeling," Administrative Sciences, MDPI, vol. 10(3), pages 1-17, August.
  8. Sun, Jinyun & Wang, Stephanie L. & Luo, Yadong, 2018. "Strategic entry or strategic exit? International presence by emerging economy enterprises," International Business Review, Elsevier, vol. 27(2), pages 418-430.
  9. Dorai, Sriram & Balasubramanian, Nataraj & Sivakumaran, Bharadhwaj, 2021. "Enhancing relationships in e-tail: Role of relationship quality and duration," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
  10. Baxter, Roger, 2009. "Reflective and formative metrics of relationship value: A commentary essay," Journal of Business Research, Elsevier, vol. 62(12), pages 1370-1377, December.
  11. Deng, Qian (Claire) & Messinger, Paul R., 2022. "Dimensions of brand-extension fit," International Journal of Research in Marketing, Elsevier, vol. 39(3), pages 764-787.
  12. Grichnik, Dietmar & Smeja, Alexander & Welpe, Isabell, 2010. "The importance of being emotional: How do emotions affect entrepreneurial opportunity evaluation and exploitation?," Journal of Economic Behavior & Organization, Elsevier, vol. 76(1), pages 15-29, October.
  13. Peter Congdon, 2022. "Measuring Obesogenicity and Assessing Its Impact on Child Obesity: A Cross-Sectional Ecological Study for England Neighbourhoods," IJERPH, MDPI, vol. 19(17), pages 1-17, August.
  14. Claudio Vitari & Elisabetta Raguseo, 2016. "Big data value and financial performance: an empirical investigation [Digital data, dynamic capability and financial performance: an empirical investigation in the era of Big Data]," Post-Print halshs-01923271, HAL.
  15. Dufhues, Thomas & Möllers, Judith & Traikova, Diana & Buchenrieder, Gertrud & Runschke, David, 2021. "“Why villagers stay put – A structural equation model on staying intentions”," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 81, pages 345-357.
  16. Bhumika Gupta & Salil K. Sen, 2019. "Carbon capture usage and storage with scale-up : energy finance through bricolage deploying the co-integration methodology," Post-Print hal-02559884, HAL.
  17. Xi, Nannan & Hamari, Juho, 2020. "Does gamification affect brand engagement and equity? A study in online brand communities," Journal of Business Research, Elsevier, vol. 109(C), pages 449-460.
  18. Sanz-Blas, Silvia & Buzova, Daniela & Pérez-Ruiz, Pilar, 2021. "Building relational worth in an online social community through virtual structural embeddedness and relational embeddedness," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
  19. Khan, Muhammad Asif & Pattnaik, Debidutta & Ashraf, Rohail & Ali, Imtiaz & Kumar, Satish & Donthu, Naveen, 2021. "Value of special issues in the journal of business research: A bibliometric analysis," Journal of Business Research, Elsevier, vol. 125(C), pages 295-313.
  20. Rose, J.M. & Borriello, A. & Pellegrini, A., 2023. "Formative versus reflective attitude measures: Extending the hybrid choice model," Journal of choice modelling, Elsevier, vol. 48(C).
  21. Jaap Sok & Joao Rossi Borges & Peter Schmidt & Icek Ajzen, 2021. "Farmer Behaviour as Reasoned Action: A Critical Review of Research with the Theory of Planned Behaviour," Journal of Agricultural Economics, Wiley Blackwell, vol. 72(2), pages 388-412, June.
  22. Schweiger, & Baldauf,, 2016. "„Entrepreneurial Orientation“: Eine Bestandsaufnahme der Konstruktschärfe," Die Unternehmung - Swiss Journal of Business Research and Practice, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 70(4), pages 423-447.
  23. Weihua Dong & Yuhao Jiang & Liangyu Zheng & Bing Liu & Liqiu Meng, 2018. "Assessing Map-Reading Skills Using Eye Tracking and Bayesian Structural Equation Modelling," Sustainability, MDPI, vol. 10(9), pages 1-13, August.
  24. Groß, Michael, 2016. "Impediments to mobile shopping continued usage intention: A trust-risk-relationship," Journal of Retailing and Consumer Services, Elsevier, vol. 33(C), pages 109-119.
  25. Cabeza-Ramírez, L. Javier & Sánchez-Cañizares, Sandra M. & Santos-Roldán, Luna M. & Fuentes-García, Fernando J., 2022. "Impact of the perceived risk in influencers' product recommendations on their followers' purchase attitudes and intention," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
  26. Marc Herz & Nicco Krezdorn, 2022. "Epic fail: Exploring project failure’s reasons, outcomes and indicators," Review of Managerial Science, Springer, vol. 16(4), pages 1169-1193, May.
  27. Valentin Kuleto & Milena Ilić & Mihail Dumangiu & Marko Ranković & Oliva M. D. Martins & Dan Păun & Larisa Mihoreanu, 2021. "Exploring Opportunities and Challenges of Artificial Intelligence and Machine Learning in Higher Education Institutions," Sustainability, MDPI, vol. 13(18), pages 1-16, September.
  28. Jara, Magali & Cliquet, Gérard, 2012. "Retail brand equity: Conceptualization and measurement," Journal of Retailing and Consumer Services, Elsevier, vol. 19(1), pages 140-149.
  29. Bèzes, Christophe, 2014. "Definition and psychometric validation of a measurement index common to website and store images," Journal of Business Research, Elsevier, vol. 67(12), pages 2559-2578.
  30. Hasnizam Shaari & Intan Shafinaz Ahmad, 2017. "Brand Resonance Behavior among Online Brand Community," International Review of Management and Marketing, Econjournals, vol. 7(1), pages 209-215.
  31. Maheran Katan, 2019. "An Awareness Model for an Islamic Pre-Need Funeral Plan," GATR Journals jfbr156, Global Academy of Training and Research (GATR) Enterprise.
  32. Thompson, Edmund R. & Dericks, Gerard H. & Fai, Felicia, 2019. "Development and validation of a firm-level vertical and horizontal internationalization metric," International Business Review, Elsevier, vol. 28(3), pages 533-543.
  33. Akhmadiyeva, Zarema & Herzfeld, Thomas, 2021. "Understanding the Role of Perceived Land Rights in the Formation of Farmers’ Intentions: Evidence from Central Asia," 2021 Conference, August 17-31, 2021, Virtual 315076, International Association of Agricultural Economists.
  34. Sarstedt, Marko & Hair, Joseph F. & Ringle, Christian M. & Thiele, Kai O. & Gudergan, Siegfried P., 2016. "Estimation issues with PLS and CBSEM: Where the bias lies!," Journal of Business Research, Elsevier, vol. 69(10), pages 3998-4010.
  35. Czakon, Wojciech & Klimas, Patrycja & Kawa, Arkadiusz & Kraus, Sascha, 2023. "How myopic are managers? Development and validation of a multidimensional strategic myopia scale," Journal of Business Research, Elsevier, vol. 157(C).
  36. Antonio Acconcia & Maria Carannante & Michelangelo Misuraca & Germana Scepi, 2020. "Measuring Vulnerability to Poverty with Latent Transition Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 151(1), pages 1-31, August.
  37. Ahmad Alojairi & Nadeem Akhtar & Hafizi Muhamad Ali & Abdullah F. Basiouni, 2019. "Assessing Canadian Business IT Capabilities for Online Selling Adoption: A Net-Enabled Business Innovation Cycle (NEBIC) Perspective," Sustainability, MDPI, vol. 11(13), pages 1-16, July.
  38. Sarstedt, Marko & Wilczynski, Petra & Melewar, T.C., 2013. "Measuring reputation in global markets—A comparison of reputation measures’ convergent and criterion validities," Journal of World Business, Elsevier, vol. 48(3), pages 329-339.
  39. Misha Teimouri & Md Salleh Hassan & Mark Griffiths & Seyed Rahim Benrazavi & Jusang Bolong & Azlina Daud & Nor Azura Adzharuddin, 2016. "Assessing the Validity of Western Measurement of Online Risks to Children in an Asian Context," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 9(2), pages 407-428, June.
  40. repec:hig:wpaper:82/soc/2017 is not listed on IDEAS
  41. Abreu, Joana & Wingartz, Nathalie & Hardy, Natasha, 2019. "New trends in solar: A comparative study assessing the attitudes towards the adoption of rooftop PV," Energy Policy, Elsevier, vol. 128(C), pages 347-363.
  42. Xia Fan & Xiaowan Yang & Zhou Yu, 2021. "Effect of basic research and applied research on the universities’ innovation capabilities: the moderating role of private research funding," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(7), pages 5387-5411, July.
  43. Weichun Zhu & Xiaoming Zheng & Hongwei He & Gang Wang & Xi Zhang, 2019. "Ethical Leadership with Both “Moral Person” and “Moral Manager” Aspects: Scale Development and Cross-Cultural Validation," Journal of Business Ethics, Springer, vol. 158(2), pages 547-565, August.
  44. Morteza Alaeddini & Hamed Asgari & Arash Gharibi & Mona Rashidi Rad, 2017. "Leveraging business-IT alignment through enterprise architecture—an empirical study to estimate the extents," Information Technology and Management, Springer, vol. 18(1), pages 55-82, March.
  45. Ali, Murad & Park, Kichan, 2016. "The mediating role of an innovative culture in the relationship between absorptive capacity and technical and non-technical innovation," Journal of Business Research, Elsevier, vol. 69(5), pages 1669-1675.
  46. John T. Perry & Gaylen N. Chandler & Gergana Markova, 2012. "Entrepreneurial Effectuation: A Review and Suggestions for Future Research," Entrepreneurship Theory and Practice, , vol. 36(4), pages 837-861, July.
  47. Tran, Trang P., 2017. "Personalized ads on Facebook: An effective marketing tool for online marketers," Journal of Retailing and Consumer Services, Elsevier, vol. 39(C), pages 230-242.
  48. Azuela Flores José Ignacio & Jiménez Torres Nadia H., 2014. "El estado del arte de la orientación al mercado en las organizaciones culturales," Contaduría y Administración, Accounting and Management, vol. 59(1), pages 259-282, enero-mar.
  49. Joseph A Crawford & Sarah Dawkins & Angela Martin & Gemma Lewis, 2020. "Putting the leader back into authentic leadership: Reconceptualising and rethinking leaders," Australian Journal of Management, Australian School of Business, vol. 45(1), pages 114-133, February.
  50. Maria Kravtsova & Aleksey Oshchepkov & Christian Welzel, 2018. "The Shadow Of The Family: Historical Roots Of Social Capital In Europe," HSE Working papers WP BRP 82/SOC/2018, National Research University Higher School of Economics.
  51. Samy Katumba & Julia Kadt & Mark Orkin & Paul Fatti, 2022. "Construction of a Reflective Quality of Life Index for Gauteng Province in South Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(1), pages 373-408, November.
  52. Dietmar Grichnik & Alexander Smeja & Isabell Welpe, 2010. "The Importance of Being Emotional: How do Emotions Affect Entrepreneurial Opportunity Evaluation and Exploitation?," Post-Print hal-00856603, HAL.
  53. Mathilde Sengoelge & Øivind Solberg & Alexander Nissen & Fredrik Saboonchi, 2020. "Exploring Social and Financial Hardship, Mental Health Problems and the Role of Social Support in Asylum Seekers Using Structural Equation Modelling," IJERPH, MDPI, vol. 17(19), pages 1-14, September.
  54. Grahame R. Dowling & Tayo Otubanjo, 2011. "Corporate and organizational identity: two sides of the same coin," AMS Review, Springer;Academy of Marketing Science, vol. 1(3), pages 171-182, December.
  55. Haeussler, Carolin, 2011. "Information-sharing in academia and the industry: A comparative study," Research Policy, Elsevier, vol. 40(1), pages 105-122, February.
  56. Douglas Jondle & Alexandre Ardichvili & James Mitchell, 2014. "Modeling Ethical Business Culture: Development of the Ethical Business Culture Survey and Its Use to Validate the CEBC Model of Ethical Business Culture," Journal of Business Ethics, Springer, vol. 119(1), pages 29-43, January.
  57. Valkeapää, Annukka & Karppinen, Heimo, 2013. "Citizens' view of legitimacy in the context of Finnish forest policy," Forest Policy and Economics, Elsevier, vol. 28(C), pages 52-59.
  58. Herman Aguinis & Ravi S Ramani & Wayne F Cascio, 2020. "Methodological practices in international business research: An after-action review of challenges and solutions," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(9), pages 1593-1608, December.
  59. Muñoz, Pablo & Dimov, Dimo, 2015. "The call of the whole in understanding the development of sustainable ventures," Journal of Business Venturing, Elsevier, vol. 30(4), pages 632-654.
  60. Dastane, Omkar & Goi, Chai Lee & Rabbanee, Fazlul, 2023. "The development and validation of a scale to measure perceived value of mobile commerce (MVAL-SCALE)," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
  61. Kianto, Aino & Sáenz, Josune & Aramburu, Nekane, 2017. "Knowledge-based human resource management practices, intellectual capital and innovation," Journal of Business Research, Elsevier, vol. 81(C), pages 11-20.
  62. Hoppe, Thomas & Schanz, Deborah & Sturm, Susann & Sureth, Caren, 2019. "Measuring tax complexity across countries: A survey study on MNCs," arqus Discussion Papers in Quantitative Tax Research 245, arqus - Arbeitskreis Quantitative Steuerlehre.
  63. Gumataw Kifle Abebe, 2020. "Effects of institutional pressures on the governance of food safety in emerging food supply chains: a case of Lebanese food processors," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 37(4), pages 1125-1138, December.
  64. François Sprumont & Ariane Scheffer & Geoffrey Caruso & Eric Cornelis & Francesco Viti, 2022. "Quantifying the Relation between Activity Pattern Complexity and Car Use Using a Partial Least Square Structural Equation Model," Sustainability, MDPI, vol. 14(19), pages 1-16, September.
  65. Aitzaz Khurshid & Asif Muzaffar & Mohammed Khurrum S. Bhutta, 2021. "Institutional pressures and supplier involvement: a perspective on sustainability," Operations Management Research, Springer, vol. 14(1), pages 123-137, June.
  66. Ricardo E. Buitrago R. & María Inés Barbosa Camargo & Favio Cala Vitery, 2021. "Emerging Economies’ Institutional Quality and International Competitiveness: A PLS-SEM Approach," Mathematics, MDPI, vol. 9(9), pages 1-18, April.
  67. Jenson, Ian & Leith, Peat & Doyle, Richard & West, Jonathan & Miles, Morgan P., 2016. "The root cause of innovation system problems: Formative measures and causal configurations," Journal of Business Research, Elsevier, vol. 69(11), pages 5292-5298.
  68. Mohammad Sirajul Islam & Mohammad Shamsuddoha, 2023. "Assessing Sustainability Governance and Its Dimensions," FIIB Business Review, , vol. 12(2), pages 158-175, June.
  69. Chaojie Liu & Timothy Bartram & Sandra G. Leggat, 2020. "Link of Patient Care Outcome to Occupational Differences in Response to Human Resource Management: A Cross-Sectional Comparative Study on Hospital Doctors and Nurses in China," IJERPH, MDPI, vol. 17(12), pages 1-14, June.
  70. Long Zhang & Yulin Deng, 2016. "Guanxi with Supervisor and Counterproductive Work Behavior: The Mediating Role of Job Satisfaction," Journal of Business Ethics, Springer, vol. 134(3), pages 413-427, March.
  71. Ghulam Raza Sargani & Yuansheng Jiang & Abbas Ali Chandio & Yun Shen & Zhao Ding & Asif Ali, 2023. "Impacts of livelihood assets on adaptation strategies in response to climate change: evidence from Pakistan," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6117-6140, July.
  72. Cheng, Yang & Matthiesen, Rikke & Farooq, Sami & Johansen, John & Hu, Haibo & Ma, Lei, 2018. "The evolution of investment patterns on advanced manufacturing technology (AMT) in manufacturing operations: A longitudinal analysis," International Journal of Production Economics, Elsevier, vol. 203(C), pages 239-253.
  73. Justina GineikienÄ—, 2013. "Consumer Nostalgia Literature Review And An Alternative Measurement Perspective," Organizations and Markets in Emerging Economies, Faculty of Economics, Vilnius University, vol. 4(2).
  74. Yelena Popova & Sergejs Popovs, 2022. "Impact of Smart Economy on Smart Areas and Mediation Effect of National Economy," Sustainability, MDPI, vol. 14(5), pages 1-19, February.
  75. Matteo Mazziotta & Adriano Pareto, 2019. "Use and Misuse of PCA for Measuring Well-Being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(2), pages 451-476, April.
  76. Saikat Banerjee & Bibek Ray Chaudhuri, 2022. "Brand love and party preference of young political consumers (voters)," International Review on Public and Nonprofit Marketing, Springer;International Association of Public and Non-Profit Marketing, vol. 19(3), pages 475-503, September.
  77. Rodgers, Waymond & Guiral, Andrés, 2011. "Potential model misspecification bias: Formative indicators enhancing theory for accounting researchers," The International Journal of Accounting, Elsevier, vol. 46(1), pages 25-50, March.
  78. Mónica Martínez-Gómez & Eliseo Bustamante & César Berna-Escriche, 2022. "Development and Validation of an E-Learning Education Model in the COVID-19 Pandemic: A Case Study in Secondary Education," Sustainability, MDPI, vol. 14(20), pages 1-28, October.
  79. Niyati Jain & T. V. Raman, 2022. "A partial least squares approach to digital finance adoption," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 27(4), pages 308-321, December.
  80. Sénquiz-Díaz Cynthia, 2021. "The Effect of Transport and Logistics on Trade Facilitation and Trade: A PLS-SEM Approach," Economics, Sciendo, vol. 9(2), pages 11-24, December.
  81. Sarker, Moniruzzaman & Mohd-Any, Amrul Asraf & Kamarulzaman, Yusniza, 2021. "Validating a consumer-based service brand equity (CBSBE) model in the airline industry," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
  82. Santos-Vijande, María Leticia & del Río-Lanza, Ana Belén & Suárez-Álvarez, Leticia & Díaz-Martín, Ana María, 2013. "The brand management system and service firm competitiveness," Journal of Business Research, Elsevier, vol. 66(2), pages 148-157.
  83. Sarah Mustillo & Miao Li & Kenneth F. Ferraro, 2021. "Evaluating the Cumulative Impact of Childhood Misfortune: A Structural Equation Modeling Approach," Sociological Methods & Research, , vol. 50(3), pages 1073-1109, August.
  84. Chaparro-Peláez, Julián & Pereira-Rama, Antonio & Pascual-Miguel, Félix José, 2014. "Inter-organizational information systems adoption for service innovation in building sector," Journal of Business Research, Elsevier, vol. 67(5), pages 673-679.
  85. Flavio Boccia & Pasquale Sarnacchiaro, 2018. "The Impact of Corporate Social Responsibility on Consumer Preference: A Structural Equation Analysis," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(2), pages 151-163, March.
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  93. Wood, Andy & Logar, Cyril M. & Riley, William B., 2015. "Initiating exporting: The role of managerial motivation in small to medium enterprises," Journal of Business Research, Elsevier, vol. 68(11), pages 2358-2365.
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  106. Baeuml, Theresa & Möllers, Judith & Dufhues, Thomas & Wolz, Axel & Traikova, Diana, 2021. "What Motivates Commercial Small-Scale Farmers to Collaborate? Modelling the Intention to Join a Producer Organisation," 2021 Conference, August 17-31, 2021, Virtual 315034, International Association of Agricultural Economists.
  107. Jiri Hejkrlik & Petra Chaloupkova & Tetyana Sokolska, 2023. "The role of transformational leadership and leaders’ skills for new agricultural cooperatives in post‐soviet countries," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(1), pages 109-129, March.
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  111. Pereira Lima, Flávia & Pereira Bastos, Rogério, 2020. "Understanding landowners’ intention to restore native areas: The role of ecosystem services," Ecosystem Services, Elsevier, vol. 44(C).
  112. Jain, Varsha & Merchant, Altaf & Roy, Subhadip & Ford, John B., 2019. "Developing an emic scale to measure ad-evoked nostalgia in a collectivist emerging market, India," Journal of Business Research, Elsevier, vol. 99(C), pages 140-156.
  113. Laura Eboli & Carmen Forciniti & Gabriella Mazzulla, 2018. "Formative and reflective measurement models for analysing transit service quality," Public Transport, Springer, vol. 10(1), pages 107-127, May.
  114. Zhuomin Shi & Zaoying Kuang & Ning Yang, 2017. "Why it is hard to explain Chinese face?—FACE measurement models and its influence on ecological product preference," Frontiers of Business Research in China, Springer, vol. 11(1), pages 1-22, December.
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