必要条件分析 (NCA) 与 扩展 TAM 模型
项目简介
本示例项目包含基于扩展技术接受模型 (TAM） 必要条件分析 (NCA) (Dul, 2016; Dul, 2020) 示例，由 Richter 等 (2020) 提出。数据集包含 174 个观测值（更多详情请参阅 Richter et al., 2020）。如 Hair 等 (2024)、Richter 等 (2020) 和 Richter 等 (2022) 所述，PLS-SEM (Hair et al., 2022) 生成的构念得分用于构建结构模型中构念间关系的回归模型。基于这些回归模型，SmartPLS 支持 NCA 分析。
参考文献
Dul, J. (2016). Necessary Condition Analysis (NCA): Logic and Methodology of "Necessary but not Sufficient" Causality. Organizational Research Methods, 19(1): 10-52.
Dul, J. (2020). Conducting Necessary Condition Analysis. Sage: London.
Hair, J.F., Hult, G.T.M., Ringle, C.M., & Sarstedt, M. (2022). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM), 3rd Ed., Sage: Thousand Oaks.
Hair, J.F., Sarstedt, M., Ringle, C.M., & Gudergan, S.P. (2024). Advanced Issues in Partial Least Squares Structural Equation Modeling (PLS-SEM), 2nd Ed., Thousand Oaks, CA: Sage.
Richter, N.F., Hauff, S., Kolev, A.E., & Schubring, S. (2023). Dataset On An Extended Technology Acceptance Model: A Combined Application of PLS-SEM and NCA. Data in Brief, 109190.
Richter, N.F., Hauff, S., Ringle, C.M., Sarstedt, M., Kolev, A., & Schubring, S. (2023). How to Apply Necessary Condition Analysis in PLS-SEM. In J.F. Hair, R. Noonan & H. Latan (Eds.), Partial Least Squares Structural Equation Modeling. Springer: Cham.
Richter, N.F., Schubring, S., Hauff, S., Ringle, C.M., & Sarstedt, M. (2020). When Predictors of Outcomes are Necessary: Guidelines for the Combined use of PLS-SEM and NCA. Industrial Management & Data Systems, 120(12): 2243-2267.