Same model, same data, but different outcomes: Evaluating the impact of method choices in structural equation modeling

Journal of Product Innovation Management, Journal Year: 2024, Volume and Issue: unknown

Published: April 4, 2024

Abstract Scientific research demands robust findings, yet variability in results persists due to researchers' decisions data analysis. Despite strict adherence state‐of the‐art methodological norms, can vary when analyzing the same data. This article aims explore this by examining impact of analytical using different approaches structural equation modeling (SEM), a widely used method innovation management estimate cause–effect relationships between constructs and their indicator variables. For purpose, we invited SEM experts model on absorptive capacity's organizational performance estimators. The show considerable effect sizes significance levels, depending choices. Our underscores necessity transparent decisions, urging researchers acknowledge results' uncertainty, implement robustness checks, document from workflows. Based our provide recommendations guidelines how address variability. conclusions, aim enhance validity reproducibility management, providing actionable valuable insights for improved future practices that lead solid practical recommendations.

Language: Английский

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Artificial intelligence innovation of tourism businesses: From satisfied tourists to continued service usage intention

International Journal of Information Management, Journal Year: 2024, Volume and Issue: 76, P. 102757 - 102757

Published: Jan. 25, 2024

Language: Английский

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Digital transformation and the new combinations in tourism: A systematic literature review

Tourism and Hospitality Research, Journal Year: 2023, Volume and Issue: unknown

Published: Aug. 28, 2023

This study aims to analyse the research involving evolution and development of digital transformation new combinations in tourism development. To this end, a systematic literature review was conducted Scopus Web Science databases, which gathered 167 studies published between 1997 2023, representing final sample analysed review. The results allow identification three main findings: i) there are four thematic groups - Digital Marketing, Economy, Education Hospitality Free Digital; ii) is growing interest topic use available technologies for companies their businesses respective wider economy; and, iii) tends be positive factor when applied sector. further proposes framework that provides detailed description these with key issues contributions from literature.

Language: Английский

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Promoting sustainable development goals through generative artificial intelligence in the digital supply chain: Insights from Chinese tourism SMEs

Sustainable Development, Journal Year: 2024, Volume and Issue: unknown

Published: Aug. 31, 2024

Abstract Interdisciplinary advancements, such as generative artificial intelligence (AI) and digital supply chains, can significantly contribute to achieving sustainable development goals (SDGs), particularly within tourism. This paper illuminates how it works well, focusing on the underexplored area of Environmental, Social, Governance (ESG) performance small medium‐sized tourism enterprises (SMEs) in China. Through a survey 429 international SMEs, we apply Resource‐Based View Dynamic Capabilities Theory investigate AI, ChatGPT, chains enhance innovation, collaboration, and, ultimately, ESG performance. The empirical findings underscore pivotal role AI augmenting via bolstering innovation collaboration chains. Additionally, moderating effect customer involvement positively influences relationship between chain By demonstrating these relations, our study contributes theoretical practical efforts toward broader achievement SDGs.

Language: Английский

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Exploring impact of entrepreneurial orientation on firm performance – moderators’ variability under changing market conditions

Review of Managerial Science, Journal Year: 2024, Volume and Issue: unknown

Published: July 8, 2024

Abstract Previous research has indicated that the impact of entrepreneurial orientation (EO) on performance is ambiguous. This relationship can be affected by numerous factors – both internal and external. study aims to examine moderating inter-organizational cooperation, competitive behaviors, digitalization, diversification, flexibility between EO performance; it also assesses market conditions relationships were examined above. The sample was comprised 150 small printing companies, roles analyzed with PLS-SEM. results confirmed strong positive firm under non-crisis crisis conditions. that, conditions, positively moderated diversification. However, these do not moderate they only become moderators during a crisis. When supported Welch-Satterthwait statistical test, observations role other in this study. With its findings, contributes literature entrepreneurship management. originality two-fold: first, examines several have been previously tested EO–performance relationship; second, compares models (and behaviors are reflected models) tests two different (non-crisis, crisis). In way, as relates moderators.

Language: Английский

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Entrepreneurial behaviors that shape performance in small family and non-family hotels during times of crisis

International Entrepreneurship and Management Journal, Journal Year: 2022, Volume and Issue: 18(4), P. 1545 - 1575

Published: Oct. 21, 2022

Abstract Recent economic and public health crises have posed important challenges to family businesses – particularly those in the hospitality sector. While sustaining a business, performance becomes critical; there is insufficient knowledge on use of entrepreneurial behaviors mitigating impact crisis by businesses. To help fill this gap, study explores configurations that lead improved small firms under market conditions particularly, risk-taking, innovativeness, proactiveness, flexibility, digitalization. This employs fuzzy-set qualitative comparative analysis (fsQCA). The sample consists 117 one- two-star Polish hotels are comprised both non-family data was collected November December 2021. results confirm core role flexibility increasing these firms. However, outcomes depend firms; differences between stood out. In hotels, risk-taking accompanied as factor, digitalization does not play an achieving higher performance. Overall, contribute literature organizational entrepreneurship (especially orientation) well business management tourism These findings offer implications for managers indicating combinations can foster

Language: Английский

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Role of entrepreneurial orientation, information management, and knowledge management in improving firm performance

International Journal of Information Management, Journal Year: 2024, Volume and Issue: 78, P. 102802 - 102802

Published: May 17, 2024

Entrepreneurship is one of the most common strategies that are followed by companies. In parallel, each company needs to effectively manage information and knowledge successfully implement its strategy. Thus, this study focuses on points where knowledge, information, entrepreneurial management meet, with special attention paid relationship between (IM) (KM) as well their mediating roles in shaping firm performance. This aims identify role performance firms. Moreover, examine causal IM KM. Our sample consisted 150 small medium-sized firms manufacture furniture Poland. a mix-method study; it uses structural equitation modeling (SEM), fuzzy-set qualitative comparative analysis (fsQCA), interview-based associations among orientation (EO), IM, KM, particular, three types outcomes analyzed; namely, competitiveness (FC), growth (FG), financial (FP). The results unveiled impact KM; findings also showed positive EO KM general, performance; however, individual impacts depend type (when they interact, constitute sufficient condition for achieving high level regardless type). These contribute literature entrepreneurship business research.

Language: Английский

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Dijitalleşme, Özümseme Kapasitesi, Tedarik Zinciri Çevikliği ve Tedarik Zinciri Performansı Üzerine Kavramsal Bir Çalışma

Dumlupınar Üniversitesi Sosyal Bilimler Dergisi, Journal Year: 2025, Volume and Issue: 83, P. 288 - 298

Published: Jan. 30, 2025

Teknolojinin bir getirisi olan değişime ayak uydurmak ve karşılaşılan problemlere hızlı yanıt verebilmek tedarik zinciri için her geçen gün zorlayıcı süreç haline gelmektedir. Tedarik zincirinde sorun aksaklıklara karşı verilebilmesinde dijitalleşme, gerçek zamanlı veri sağlamasıyla oldukça önemli hale Ancak tüm bunların tarafından ne ölçüde özümsendiği performansına nasıl etki ettiği merak konusu gelmiştir. Bu yüzden çevikliği dijitalleşme literatürde yoğun ilgi gören konu olarak öne çıkmaktadır. Kavramsal dijitalleşmenin çevikliğini özümseme kapasitesini artırarak olumlu yönde etkilediği böylece performansının artacağı sürülmektedir. bu ilişkileri etkileyen faktörlerden bazıları birbirinden bağımsız incelenmiş olmasına rağmen arada henüz çalışılmamışlardır. ihtiyacı gidermek literatürdeki boşluğu doldurmak için, çalışmanın amacı kapasitesi, çevikliği, performansı arasındaki incelemektir. Böylece kuramsal özgün olmasıyla kapatacağı öngörülmektedir. Dijitalleşme, ilişkiler ile ilişkilerde etkili faktörler ortaya konarak bilimsel literatüre katkıda bulunulacak elde edilecek bulgular gelecek çalışmalara ışık tutacaktır.

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Mediating or moderating? Innovative approach to the role of flexibility in the relationship between entrepreneurial orientation and firm growth under different market conditions

Journal of Innovation & Knowledge, Journal Year: 2025, Volume and Issue: 10(2), P. 100658 - 100658

Published: Jan. 30, 2025

Language: Английский

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Impact of entrepreneurial orientation on performance and moderating role of crisis perception: multi-method examination

Journal of Organizational Change Management, Journal Year: 2023, Volume and Issue: 36(8), P. 86 - 116

Published: Nov. 14, 2023

Purpose This study aims to examine the role of dimensions entrepreneurial orientation (EO) under turbulent market conditions and reveal an entrepreneur's perception a crisis in shaping impact EO on firm performance. Design/methodology/approach uses partial least squares structural equation modeling (PLS-SEM), multiple linear regression (MLR) fuzzy-set qualitative comparative analysis (fsQCA). The sample was comprised 117 one- two-star hotels that were operating Poland. Findings results showed proactiveness risk-taking significantly affected Furthermore, revealed moderated In particular, findings suggested that, firms where strongly influenced their operations, performance by proactiveness, while those operations low or moderate degree, risk-taking. fsQCA unveiled innovativeness, which (along with risk-taking) is sufficient condition leads Originality/value Two characteristics make this original: first, it investigates conditions, second, analyzes consequences for business operations. contributes literature entrepreneurship management different roles observation about moderating operational how differentiates

Language: Английский

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