An overview of the consumer-centric disruptive technology
research: Insights from topic modelling and literature review

J 2024

An overview of the consumer-centric disruptive technology research: Insights from topic modelling and literature review

BEHESHTI, Moein, Ahad ZARERAVASAN, Hannan Amoozad MAHDIRAJI, Vahid JAFARI-SADEGHI, Georgia SAKKA et. al.

Základní údaje

Originální název

An overview of the consumer-centric disruptive technology research: Insights from topic modelling and literature review

Autoři

BEHESHTI, Moein (364 Írán, domácí), Ahad ZARERAVASAN (364 Írán, domácí), Hannan Amoozad MAHDIRAJI, Vahid JAFARI-SADEGHI a Georgia SAKKA

Vydání

Journal of Consumer Behaviour, England, WILEY, 2024, 1472-0817

Další údaje

Jazyk

angličtina

Typ výsledku

Článek v odborném periodiku

Obor

50200 5.2 Economics and Business

Stát vydavatele

Velká Británie a Severní Irsko

Utajení

není předmětem státního či obchodního tajemství

Odkazy

URL

Impakt faktor

Impact factor: 4.400 v roce 2023

Kód RIV

RIV/00216224:14560/24:00135180

Organizační jednotka

Ekonomicko-správní fakulta

DOI

http://dx.doi.org/10.1002/cb.2204

UT WoS

001019712800001

EID Scopus

2-s2.0-85162998829

Klíčová slova anglicky

Literature Review; Topic Modelling; Industry 4.0; Sharing Economies; Disruptive Technologies; Consumer Behaviour

Štítky

rivok

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 24. 4. 2024 10:00, Moein Beheshti, MBA

Anotace

V originále

This review aims to assess the most prevalent disruptive technologies of the past decade and evaluate them from a dual perspective. This study utilises the technology life cycle framework to classify disruptive technologies into three phases, (i) emerging, (ii) industry, and (iii) customer-focused research outcomes. Subsequently, entities using six thematic categories via topic modelling are assessed to determine the research trajectory about customers, industries, and theory. The present study utilises the Latent Dirichlet Allocation framework for topic modelling, a quantitative tool that employs advanced statistical methodology to extract semantic knowledge from large text corpora. This approach offers a more comprehensive and insightful categorisation of information compared to traditional research review models such as archive review, meta-review analysis, and systematic literature review. After the review, over 750 articles were analysed and classified according to their unique themes and technological emphasis. The study suggests practical applications that could enhance industrial progress through disruptive technology. Furthermore, by identifying gaps, the authors suggest multiple research prospects for forthcoming investigations on disruptive technologies and their impact on consumer behaviour. This research is novel in various aspects. This research is by far the only research record in the last decade that provides a systematic literature review of disruptive technologies with an extensive focus on customers. Considering the methodological perspective, this research uses topic modelling as a new literature review model, enabling analysing more research outputs and yielding more valuable findings than traditional methodologies.

Přiložené soubory

J_of_Consumer_Behaviour_-_2023_-_Beheshti.pdf

Požádat o autorskou verzi souboru

Citovat

BEHESHTI, Moein, Ahad ZARERAVASAN, Hannan Amoozad MAHDIRAJI, Vahid JAFARI-SADEGHI a Georgia SAKKA. An overview of the consumer-centric disruptive technology research: Insights from topic modelling and literature review. Journal of Consumer Behaviour. England: WILEY, 2024, roč. 23, č. 2, s. 372-388. ISSN 1472-0817. Dostupné z: https://dx.doi.org/10.1002/cb.2204.

@article{2303960,
   author = {Beheshti, Moein and Zareravasan, Ahad and Mahdiraji, Hannan Amoozad and JafariandSadeghi, Vahid and Sakka, Georgia},
   article_location = {England},
   article_number = {2},
   doi = {http://dx.doi.org/10.1002/cb.2204},
   keywords = {Literature Review; Topic Modelling; Industry 4.0; Sharing Economies; Disruptive Technologies; Consumer Behaviour},
   language = {eng},
   issn = {1472-0817},
   journal = {Journal of Consumer Behaviour},
   title = {An overview of the consumer-centric disruptive technology research: Insights from topic modelling and literature review},
   url = {https://onlinelibrary.wiley.com/doi/10.1002/cb.2204},
   volume = {23},
   year = {2024}
}

TY  - JOUR
ID  - 2303960
AU  - Beheshti, Moein - Zareravasan, Ahad - Mahdiraji, Hannan Amoozad - Jafari-Sadeghi, Vahid - Sakka, Georgia
PY  - 2024
TI  - An overview of the consumer-centric disruptive technology research: Insights from topic modelling and literature review
JF  - Journal of Consumer Behaviour
VL  - 23
IS  - 2
SP  - 372-388
EP  - 372-388
PB  - WILEY
SN  - 14720817
KW  - Literature Review
KW  - Topic Modelling
KW  - Industry 4.0
KW  - Sharing Economies
KW  - Disruptive Technologies
KW  - Consumer Behaviour
UR  - https://onlinelibrary.wiley.com/doi/10.1002/cb.2204
N2  - This review aims to assess the most prevalent disruptive technologies of the past decade and evaluate them from a dual perspective. This study utilises the technology life cycle framework to classify disruptive technologies into three phases, (i) emerging, (ii) industry, and (iii) customer-focused research outcomes. Subsequently, entities using six thematic categories via topic modelling are assessed to determine the research trajectory about customers, industries, and theory. The present study utilises the Latent Dirichlet Allocation framework for topic modelling, a quantitative tool that employs advanced statistical methodology to extract semantic knowledge from large text corpora. This approach offers a more comprehensive and insightful categorisation of information compared to traditional research review models such as archive review, meta-review analysis, and systematic literature review. After the review, over 750 articles were analysed and classified according to their unique themes and technological emphasis. The study suggests practical applications that could enhance industrial progress through disruptive technology. Furthermore, by identifying gaps, the authors suggest multiple research prospects for forthcoming investigations on disruptive technologies and their impact on consumer behaviour. This research is novel in various aspects. This research is by far the only research record in the last decade that provides a systematic literature review of disruptive technologies with an extensive focus on customers. Considering the methodological perspective, this research uses topic modelling as a new literature review model, enabling analysing more research outputs and yielding more valuable findings than traditional methodologies.
ER  -

BEHESHTI, Moein, Ahad ZARERAVASAN, Hannan Amoozad MAHDIRAJI, Vahid JAFARI-SADEGHI a Georgia SAKKA. An overview of the consumer-centric disruptive technology research: Insights from topic modelling and literature review. \textit{Journal of Consumer Behaviour}. England: WILEY, 2024, roč.~23, č.~2, s.~372-388. ISSN~1472-0817. Dostupné z: https://dx.doi.org/10.1002/cb.2204.

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