Analyzing Relationships of Necessity Not Just in Kind But Also in Degree
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- Zhe Zhang & Hongyan Liu & Yunhui Zhao, 2024. "How Enterprises Achieve Frugal Innovation: A Configurational Study Based on the Model of Organizational Symbiosis," Sustainability, MDPI, vol. 16(11), pages 1-21, May.
- Giuseppe Calignano & Elisabeth Winsents, 2024. "Relations between academic reputation and innovation networks," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(2), pages 889-908, February.
- Beynon, Malcolm & Pickernell, David & Battisti, Martina & Jones, Paul, 2024. "A panel fsQCA investigation on European regional innovation," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
- Dul, Jan, 2024. "A different causal perspective with Necessary Condition Analysis," Journal of Business Research, Elsevier, vol. 177(C).
- Jing Ye & Caiyuan Kuang, 2026. "Determinants of Chinese individuals’ clothing-recycling intentions: a dual-logic analysis integrating TPB, NAM, and perceived convenience (PLS-SEM and NCA)," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 13(1), pages 1-17, December.
- Ming Zhang & Ruoran Cheng & Jiabao Fei & Ribesh Khanal, 2024. "Enhancing Digital Innovation Ecosystem Resilience through the Interplay of Organizational, Technological, and Environmental Factors: A Study of 31 Provinces in China Using NCA and fsQCA," Sustainability, MDPI, vol. 16(5), pages 1-22, February.
- Mohammad Soltani Delgosha & Tahereh Saheb & Nastaran Hajiheydari, 2021. "Modelling the Asymmetrical Relationships between Digitalisation and Sustainable Competitiveness: A Cross-Country Configurational Analysis," Information Systems Frontiers, Springer, vol. 23(5), pages 1317-1337, September.
- Juan Huangfu & Ruoyuan Li & Junping Xu & Younghwan Pan, 2024. "Fostering Continuous Innovation in Creative Education: A Multi-Path Configurational Analysis of Continuous Collaboration with AIGC in Chinese ACG Educational Contexts," Sustainability, MDPI, vol. 17(1), pages 1-25, December.
- Ding, Xueqian & Wang, Li & Tan, Yongzhong, 2026. "Influence pathways of village livelihood capital on the idle homesteads reuse," Land Use Policy, Elsevier, vol. 160(C).
- Jan Dul & Sven Hauff & Ricarda B. Bouncken, 2023.
"Correction: Necessary condition analysis (NCA): review of research topics and guidelines for good practice,"
Review of Managerial Science, Springer, vol. 17(4), pages 1535-1537, May.
- Jan Dul & Sven Hauff & Ricarda B. Bouncken, 2023. "Necessary condition analysis (NCA): review of research topics and guidelines for good practice," Review of Managerial Science, Springer, vol. 17(2), pages 683-714, February.
- Tóth, Zsófia & Dul, Jan & Li, Chunxiao (Spring), 2019. "Necessary condition analysis in tourism research," Annals of Tourism Research, Elsevier, vol. 79(C).
- Pedro Torres & Pedro Godinho, 2022. "Levels of necessity of entrepreneurial ecosystems elements," Small Business Economics, Springer, vol. 59(1), pages 29-45, June.
- Ali Osman Uymaz & Serdar Arslan & Nuri Celiker & Sergen Gursoy, 2025. "Analysing the Impact of the COVID‐19 Pandemic on the Sustainable Development Goals (SDGs) From the Perspective of Decent Work: A Comparison of the Pre‐ and Post‐COVID‐19 Periods," Journal of International Development, John Wiley & Sons, Ltd., vol. 37(6), pages 1267-1294, August.
- Chuang Li & Xiaoman Wang & Liping Wang, 2026. "Examining the crucial societal incentive approaches and their impact mechanisms to enhance the purchase intention of carbon-labeled products: A conjoined application of PLS-SEM and NCA methodologies," Energy & Environment, , vol. 37(2), pages 877-924, March.
- Jing, Li & Qianqiang, Li & Yantai, Chen & Qi, An, 2025. "How digital transformation facilitates ESG performance to heavy polluting enterprises:A panel fsQCA based on national big data comprehensive pilot zones," Technological Forecasting and Social Change, Elsevier, vol. 221(C).
- Yong Shi & Junjie Liu, 2025. "How Climate Risk Affects Enterprise Liquidity: Configuration Effects Based on NCA and fsQCA," Sustainability, MDPI, vol. 17(3), pages 1-18, February.
- Messner, Wolfgang, 2022. "Cultural Heterozygosity: Towards a New Measure of Within-Country Cultural Diversity," Journal of World Business, Elsevier, vol. 57(4).
- Nebenführ, Miriam, 2024. "The impact of host country institutional factors on international investments," Discussion Papers of the Institute for Organisational Economics 8/2024, University of Münster, Institute for Organisational Economics.
- Jialin Gui & Dashuang Dai & Qilong Zong, 2024. "Driving Configuration for Growth of New Technology-Based Ventures in China from an Optimal Distinctiveness Perspective," Sustainability, MDPI, vol. 16(5), pages 1-23, February.
- Zheng, Yunjian & Lin, Chen & Yan, Jiale & Guo, Yani, 2025. "How to enhance the innovation capacity of technology-based enterprises: A fuzzy set qualitative comparative analysis," International Review of Economics & Finance, Elsevier, vol. 97(C).
- Xinhua Chai & Qiang Wu, 2025. "What kind of research network configurations lead to high academic productivity for young management scholars?—A fuzzy-set qualitative comparative analysis (fsQCA)," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(5), pages 2705-2748, May.
- Richter, Nicole Franziska & Hauff, Sven, 2022. "Necessary conditions in international business research–Advancing the field with a new perspective on causality and data analysis," Journal of World Business, Elsevier, vol. 57(5).
- Xinjie Ye & Yanwen Ruan & Sibei Xia & Liwen Gu, 2025. "Adoption of digital intangible cultural heritage: a configurational study integrating UTAUT2 and immersion theory," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-17, December.
- Zhou, Chao & Huang, Yuanyuan & Liu, Renhuai, 2025. "Antecedent configurations of organizational resilience in a major crisis: A strategic fit perspective," Journal of Business Research, Elsevier, vol. 200(C).
- Peng, Benhong & Zhao, Yinyin & Elahi, Ehsan & Wan, Anxia, 2022. "Pathway and key factor identification of third-party market cooperation of China's overseas energy investment projects," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
- Troiville, Julien & Moisescu, Ovidiu I. & Radomir, Lăcrămioara, 2025. "Using necessary condition analysis to complement multigroup analysis in partial least squares structural equation modeling," Journal of Retailing and Consumer Services, Elsevier, vol. 82(C).
- Acquah, Innocent Senyo Kwasi & Naude, Micheline Juliana & Oguji, Nnamdi, 2025. "Harnessing the dimensions of supply chain collaboration to promote innovation and flexibility in buyer-supplier relationships: Insights from fsQCA and NCA," Technological Forecasting and Social Change, Elsevier, vol. 221(C).
- Jiancheng Zhai & Jie Yao & Xueqin Hu & Jun Tian & Ruijie Yang & Feiyan Lv & Zhiqiang Huang & Liaobo Wang, 2025. "Integrating Ecological Cognition and Compensation Strategies for Livelihood Transitions: Insights from the Poyang Lake Fishing Ban Policy," Sustainability, MDPI, vol. 17(6), pages 1-18, March.
- Yang, Jialei & Hurmelinna-Laukkanen, Pia, 2022. "Evolving appropriability – Variation in the relevance of appropriability mechanisms across industries," Technovation, Elsevier, vol. 118(C).
- Eileen de Jong & Sebastiaan Princen & Marjanneke J. Vijge, 2025. "Fulfilling the Promise of ‘Leaving No One Behind’: Exploring Institutional Pathways to Success," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(S1), pages 77-90, November.
- Zhang, Liangliang & Teirlinck, Peter & Su, Taoyong & Yu, Yuzhu, 2024. "How to configure the supply chain to stimulate firm innovation performance?," International Journal of Production Economics, Elsevier, vol. 277(C).
- Hui Li & Xingyu Jiang, 2025. "Research on the Influencing Factors and Configuration Paths of Employees’ Behavioral Support for Digital Transformation," Sustainability, MDPI, vol. 17(9), pages 1-24, April.
- Ana M. Greco & Georgina Guilera & Laura Maldonado-Murciano & Juana Gómez-Benito & Maite Barrios, 2022. "Proposing Necessary but Not Sufficient Conditions Analysis as a Complement of Traditional Effect Size Measures with an Illustrative Example," IJERPH, MDPI, vol. 19(15), pages 1-14, July.
- Anfeng Xu & Abu Bakkar Siddik & Farid Ahammad Sobhani & Md. Mominur Rahman, 2024. "Driving economic success: Fintech, tourism, FDI, and digitalization in the top 10 tourist destinations," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-11, December.
- Mohammad Soltani Delgosha & Tahereh Saheb & Nastaran Hajiheydari, 0. "Modelling the Asymmetrical Relationships between Digitalisation and Sustainable Competitiveness: A Cross-Country Configurational Analysis," Information Systems Frontiers, Springer, vol. 0, pages 1-21.
- Yangjie Huang & Shuanglei Sun & Yue Yuan & Yajing Bu, 2026. "Pathways to High Corporate Environmental Responsibility: A Fuzzy‐Set and Necessary Condition Analysis," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 33(1), pages 534-546, January.
- Emad Kazemzadeh & Narges Salehnia & Yang Yu & Magdalena Radulescu, 2025. "Drivers of Green Growth: Roles of Innovation and Fragility," Sustainability, MDPI, vol. 17(2), pages 1-32, January.
- Haiyan Jiang & Jiaxi Lu & Ruidong Zhang & Xi Xiao, 2025. "Investigation of Diverse Urban Carbon Emission Reduction Pathways in China: Based on the Technology–Organization–Environment Framework for Promoting Socio-Environmental Sustainability," Land, MDPI, vol. 14(2), pages 1-32, January.
- Estelle Dinh & Hans Mühlbacher & Mariaterasa Torchia, 2024. "Necessary perceptions of family values and luxury characteristics for brand luxuriousness: evidence from luxury watch brands," Journal of Brand Management, Palgrave Macmillan, vol. 31(1), pages 58-78, January.
- Jon Bokrantz & Jan Dul, 2023. "Building and testing necessity theories in supply chain management," Journal of Supply Chain Management, Institute for Supply Management, vol. 59(1), pages 48-65, January.
- Quansah, Tommy Kweku & Lang, Markus & Mühlbacher, Hans, 2025. "Deriving pleasure from other people’s pain: The influence of vicarious pain on viewing intentions for violent sports," Journal of Business Research, Elsevier, vol. 199(C).
- Pillai, Rajasshrie & Sivathanu, Brijesh & Rana, Nripendra P., 2025. "Unveiling virtual interactive marketplaces: Shopping motivations in the Metaverse through the lens of uses and gratifications theory," Journal of Business Research, Elsevier, vol. 190(C).
- Sharma, Anshuman & Dwivedi, Rohita & Mariani, Marcello M. & Islam, Tahir, 2022. "Investigating the effect of advertising irritation on digital advertising effectiveness: A moderated mediation model," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
- Yan Zhang & Jiekuan Zhang, 2024. "Examining the complex causal relationships between the digital economy and urban tourist destination competitiveness," Economic Change and Restructuring, Springer, vol. 57(4), pages 1-28, August.
- Zhenxing Gong & Yue Wang & Miaomiao Li, 2024. "Determining the drivers of global innovation under COVID-19: An FSQCA approach," PLOS ONE, Public Library of Science, vol. 19(2), pages 1-15, February.
- Rahman, Md. Mominur & Hossain, Md. Emran, 2025. "Digital dynamics in technology adoption: Exploring socio-economic development through technology and education," Technology in Society, Elsevier, vol. 82(C).
- 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).
- Guoyuan Han & Zhilin Zhang, 2022. "Regional innovation paths selection in complex environments of China: A configurational perspective," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(6), pages 2598-2606, September.
- Puxuan Wang & Shuangjin Wang & Maggie Foley & Fangming Lin, 2026. "Configurations for High‐Quality Environmental Disclosure in China's Dual Carbon Era," American Journal of Economics and Sociology, Wiley Blackwell, vol. 85(1), pages 49-62, January.
- Guiju Zhu & Yuxing Peng & Changfa Shi & Sha Liu & Haiyun Liu, 2024. "Research on the Driving Paths and Evolution of Digital Innovation in Intelligent Connected Vehicle Enterprises—A Configurational Analysis Based on Dynamic fsQCA," Sustainability, MDPI, vol. 16(23), pages 1-23, December.
- Kumbure, Mahinda Mailagaha & Tarkiainen, Anssi & Luukka, Pasi & Stoklasa, Jan & Jantunen, Ari, 2020. "Relation between managerial cognition and industrial performance: An assessment with strategic cognitive maps using fuzzy-set qualitative comparative analysis," Journal of Business Research, Elsevier, vol. 114(C), pages 160-172.
- Liao, Xin & Yu, Weiping & Ji, Siyu, 2026. "When green feels real: The impact of green brand authenticity on consumer green behaviour and eWOM with PLS-SEM, NCA, and fsQCA," Journal of Retailing and Consumer Services, Elsevier, vol. 90(C).
- Wang, Xinyi & Beh, Loo-See, 2025. "The Yin and Yang of social media: Employing PLS-SEM, fsQCA, and NCA to assess its effects on employee work performance," Technological Forecasting and Social Change, Elsevier, vol. 217(C).
- Duan, Xu & Xiang, Pengcheng, 2025. "Exploring public acceptability of Mobility-as-a-Service (MaaS): A complementary dual-stage SEM-NCA perspective," Transport Policy, Elsevier, vol. 174(C).
- Bokrantz, Jon & Skoogh, Anders, 2023. "Adoption patterns and performance implications of Smart Maintenance," International Journal of Production Economics, Elsevier, vol. 256(C).
- Abdullah Al Mamun & Mohammad Nurul Hassan Reza & Qing Yang & Jingzu Gao, 2025. "Modeling the significance of green management practices on food waste reduction intention among small restaurants," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 30(8), pages 1-35, December.
- Cheung, Man Lai & Leung, Wilson K.S. & Aw, Eugene Cheng-Xi & Koay, Kian Yeik, 2022. "“I follow what you post!†: The role of social media influencers’ content characteristics in consumers' online brand-related activities (COBRAs)," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
- Jiale Yan & Cem Işık & Serdar Ongan & Stefania Pinzon & Brayan Tillaguango, 2024. "Analysis of green total factor productivity in China's forestry industry: Technological, organizational, and environmental framework for sustainable economic development," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(6), pages 7278-7291, December.
- Wan, Shenwei & Ke, Shuifa & Liang, Chen, 2025. "How the talent ecosystem of key state-owned forest areas in China empowers forestry scientific and technological talents aggregation," Forest Policy and Economics, Elsevier, vol. 170(C).
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