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Purpose This review paper aims to provide a comprehensive retrospective analysis of the research landscape in the Halal industry through a threefold approach, including bibliometric analysis, latent theme identification and examination of driving factors of research citations. Design/methodology/approach A total of 2,510 research documents, identified from the Scopus through a systematic search, were considered for review. The review methods included bibliometric analysis of the domain, application of the machine learning structural topic modeling (STM) to identify latent themes and negative binomial regression to estimate the impact of paper, author and geographical characteristics on citation rates. Findings In addition to bibliometric insights, the STM uncovered 10 key topics within the Halal industry literature, including certification processes, dietary practices, consumer behavior, ethical considerations, supply chain management, market dynamics, Halal tourism, verification methods, regulatory frameworks and Halal food production and marketing. Positive associations with citation rates were found for abstract length, number of keywords, paper age, number of references, funding, number of authors and international collaboration, while a negative association was observed for authorship from Malaysia. Originality/value This paper, besides providing insights into research dynamics and citation patterns, also guides future research avenues in the Halal industry.
Purpose This review paper aims to provide a comprehensive retrospective analysis of the research landscape in the Halal industry through a threefold approach, including bibliometric analysis, latent theme identification and examination of driving factors of research citations. Design/methodology/approach A total of 2,510 research documents, identified from the Scopus through a systematic search, were considered for review. The review methods included bibliometric analysis of the domain, application of the machine learning structural topic modeling (STM) to identify latent themes and negative binomial regression to estimate the impact of paper, author and geographical characteristics on citation rates. Findings In addition to bibliometric insights, the STM uncovered 10 key topics within the Halal industry literature, including certification processes, dietary practices, consumer behavior, ethical considerations, supply chain management, market dynamics, Halal tourism, verification methods, regulatory frameworks and Halal food production and marketing. Positive associations with citation rates were found for abstract length, number of keywords, paper age, number of references, funding, number of authors and international collaboration, while a negative association was observed for authorship from Malaysia. Originality/value This paper, besides providing insights into research dynamics and citation patterns, also guides future research avenues in the Halal industry.
Objetivo. El artículo presenta una visión general de la producción científica de los temas más relevantes y emergentes sobre los procesos editoriales en revistas científicas. Bases teóricas: La teoría de la comunicación científica y el modelo de revisión por pares son centrales para entender cómo se valida y difunde el conocimiento. La ética en la investigación científica proporciona un marco para evaluar la integridad y transparencia en los procesos editoriales. Además, se consideran teorías sobre la diversidad en la producción científica y se explora las implicaciones de la tecnología en la publicación académica, incluyendo el acceso abierto y las herramientas digitales para la gestión editorial. Método. La metodología consistió en el análisis de indicadores bibliométricos apoyado en Scopus y utilizando herramientas como Microsoft® Excel® y VOSviewer versión 1.6.19 para el procesamiento de la información Resultados. Los resultados muestran entre 1990 y 2023 mostró una tendencia exponencial, con un R² del 24,75%, siendo 2022 el año más productivo. España lideró con un 21%, seguida por Brasil con un 15%. Cinco revistas prominentes contribuyeron en un 22%. La autoría varió notablemente, con el 33% de los trabajos escritos por dos autores. Entre los citados destacan trabajos sobre revisión por pares y diversidad en la revisión. Se identificaron 15 autores colaboradores y palabras clave como "article" "open access," y "peer review. Conclusiones. Se concluye que los procesos editoriales en las revistas científicas tienen un papel esencial en la validación y difusión del conocimiento científico y que sus prácticas deben estar enfatizadas en la revisión por pares, la ética en la investigación, las diferencias de género en la autoría, la tecnología, y otros aspectos relevantes en el ámbito de la publicación y comunicación científica.
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