Using Qualitative Comparative Analysis to Identify Complex Solutions and Optimal Combinations of Conditions Influencing COVID Vaccine Acceptance: A Primer for QCA

被引:3
作者
Brush, Gregory J. [1 ,4 ]
Guo, Xiaoling [1 ]
Hunting, Amabel [2 ]
Frethey-Bentham, Catherine [3 ]
机构
[1] Univ Western Australia, UWA Business Sch, Mkt Dept, Perth, Australia
[2] Auckland Univ Technol, Sch Art & Design, Auckland, New Zealand
[3] Univ Auckland, Fac Business & Econ, Auckland, New Zealand
[4] Univ Western Australia, UWA Business Sch, M263,35 Stirling Highway, Crawley, WA 6009 USA
关键词
qualitative comparative analysis; fsQCA; contradictions; robustness tests; two-step QCA; best practices; vaccine adoption; PSYCHOLOGICAL REACTANCE; BEHAVIOR; TRUST; HEALTH; CONFIGURATIONS; ORGANIZATION; RELIGIOSITY; HESITANCY; UNCERTAINTY; EXPERIENCE;
D O I
10.1177/02761467231182300
中图分类号
F [经济];
学科分类号
02 ;
摘要
Quantitative studies in marketing are dominated by variance-based approaches. These have limitations for understanding macromarketing outcomes that often derive from different combinations of causal conditions, and where factors productive of the same outcome may be different from those impeding it. In this paper we draw on set-theoretic theory and propose qualitative comparative analysis (QCA) as an analytical method able to complement and extend macromarketing research programs. Fuzzy-set QCA is used to explore combinations of conditions influencing COVID vaccine adoption, with readers provided with detailed guidance through the process and current best practices. We consider a number of important but often neglected issues in fuzzy-set QCA; outlining how to conduct robustness checks, appropriateness of a two-step approach, identifying individual cases with specific conditions for further analysis, and examining the problems and opportunities provided by irrelevant cases and contradictions. A summary of macromarketing issues that may benefit from QCA, and recommended practices for conducting a QCA, are provided.
引用
收藏
页码:276 / 306
页数:31
相关论文
共 192 条
[1]   A review of intervention studies aimed at household energy conservation [J].
Abrahamse, W ;
Steg, L ;
Vlek, C ;
Rothengatter, T .
JOURNAL OF ENVIRONMENTAL PSYCHOLOGY, 2005, 25 (03) :273-291
[2]  
Adam Brzezinski, 2020, 202056 B FRIEDM I EC
[3]  
Adrian Dusa, 2021, QCA R COMPREHENSIVE
[4]   The impact of uncertainty and communal coping on mental health following natural disasters [J].
Afifi, Walid A. ;
Felix, Erika D. ;
Afifi, Tamara D. .
ANXIETY STRESS AND COPING, 2012, 25 (03) :329-347
[5]   Religiosity and consumer behavior: a summarizing review [J].
Agarwala, Ridhi ;
Mishra, Prashant ;
Singh, Ramendra .
JOURNAL OF MANAGEMENT SPIRITUALITY & RELIGION, 2019, 16 (01) :32-54
[6]   Microfoundations for Macromarketing: A Metatheoretical Lens for Bridging the Micro-Macro Divide [J].
Akaka, Melissa Archpru ;
Vargo, Stephen L. ;
Nariswari, Angeline ;
O'Brien, Matthew .
JOURNAL OF MACROMARKETING, 2023, 43 (01) :61-75
[7]  
Alec Tyson, 2022, INCREASING PUBLIC CR
[8]  
AP-NORC Center for Public Affairs Research, 2020, FAITH SHAP FEEL COR
[9]   How Structural Racism Works - Racist Policies as a Root Cause of US Racial Health Inequities [J].
Bailey, Zinzi D. ;
Feldman, Justin M. ;
Bassett, Mary T. .
NEW ENGLAND JOURNAL OF MEDICINE, 2021, 384 (08) :768-773
[10]   A content analysis of fear appeal advertising in Canada, China, and France [J].
Bartikowski, Boris ;
Laroche, Michel ;
Richard, Marie-Odile .
JOURNAL OF BUSINESS RESEARCH, 2019, 103 :232-239