Necessary condition analysis (NCA): review of research topics and guidelines for good practice

J Dul, S Hauff, RB Bouncken - Review of Managerial Science, 2023 - Springer
Necessary condition analysis (NCA) is an increasingly used or suggested method in many
business and management disciplines including, for example, entrepreneurship, human …

Emerging opportunities for information systems researchers to expand their PLS-SEM analytical toolbox

G Cepeda, JL Roldán, M Sabol, J Hair… - … Management & Data …, 2024 - emerald.com
Purpose Rigorous applications of analytical tools in information systems (IS) research are
important for develo** new knowledge and innovations in the field. Emerging tools …

[HTML][HTML] Importance and performance in PLS-SEM and NCA: Introducing the combined importance-performance map analysis (cIPMA)

S Hauff, NF Richter, M Sarstedt, CM Ringle - Journal of Retailing and …, 2024 - Elsevier
This research offers a novel approach that extends the application of importance-
performance map analysis (IPMA) in partial least squares structural equation modeling (PLS …

[HTML][HTML] A different causal perspective with Necessary Condition Analysis

J Dul - Journal of Business Research, 2024 - Elsevier
This article delves deeper into the causal perspective of Necessary Condition Analysis
(NCA). In contrast to traditional probabilistic sufficiency approaches in quantitative social …

[HTML][HTML] What drives higher active customer engagement in luxury brands' social media? Measurement and contingencies

A Aldhamiri, J Carlson, S Vilches-Montero… - Journal of Retailing and …, 2024 - Elsevier
This study investigates customer engagement behaviors related to luxury brands on social
media, focusing on the motives driving active and passive engagement. Applying a …

The use of partial least squares structural equation modeling and complementary methods in international management research

NF Richter, S Hauff, CM Ringle… - Management International …, 2022 - Springer
Research in international business and management (IM) is highly complex, contextual, and
spans various subfields and related theoretical lenses. These characteristics pose research …

[HTML][HTML] The value of self-determination theory in marketing studies: Insights from the application of PLS-SEM and NCA to anti-food waste apps

F Cassia, F Magno - Journal of Business Research, 2024 - Elsevier
Self-determination theory (SDT) is a theory of human motivation that highlights the
distinction between intrinsic and extrinsic motivations. Recent research has advocated its …

How to apply necessary condition analysis in PLS-SEM

NF Richter, S Hauff, CM Ringle, M Sarstedt… - Partial least squares …, 2023 - Springer
This chapter illustrates the application of necessary condition analysis (NCA) in the context
of partial least squares structural equation modeling (PLS-SEM). We demonstrate the joint …

Building and testing necessity theories in supply chain management

J Bokrantz, J Dul - Journal of Supply Chain Management, 2023 - Wiley Online Library
This article contributes to the Emerging Discourse Incubator initiative by presenting how
supply chain management scholars can contribute to theory development by means of …

[HTML][HTML] Predicting restaurants' surplus food platform continuance: Insights from the combined use of PLS-SEM and NCA and predictive model comparisons

F Magno, F Cassia - Journal of Retailing and Consumer Services, 2024 - Elsevier
Surplus or anti-food waste platforms have emerged as opportunities for restaurants to sell
their daily surplus food. However, restaurants' commitment to these platforms often …