Most-cited papers published in 2019
Papers the tracked finance, accounting, economics, management, marketing, information systems, tourism and hospitality, operations research and AI journals published in 2019, ranked by the citations OpenAlex counts for them so far. Citation counts are the ones OpenAlex reports, read again every day for the last year's papers, every week for the two years before and every month for older ones. Also as Markdown.
Most-cited papers: Past three years · Since October 2016 · 2025 · 2024 · 2023 · 2022 · 2021 · 2020 · 2019 · 2018 · 2017
Key findings#
- The most-cited paper the tracked journals published in 2019 is “A survey on Image Data Augmentation for Deep Learning” (Journal Of Big Data), with 13,151 citations.
- In finance, the most-cited was “Do Investors Care about Carbon Risk?” (Journal of Financial Economics), with 3,369 citations.
- In accounting, the most-cited was “ESG practices and the cost of debt: Evidence from EU countries” (Critical Perspectives on Accounting), with 924 citations.
- In economics, the most-cited was “The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes” (Research Policy), with 2,764 citations.
- In management, the most-cited was “Literature review as a research methodology: An overview and guidelines” (Journal of Business Research), with 11,462 citations.
- In marketing, the most-cited was “How artificial intelligence will change the future of marketing” (Journal of the Academy of Marketing Science), with 2,863 citations.
- In information systems, the most-cited was “Understanding digital transformation: A review and a research agenda” (The Journal of Strategic Information Systems), with 7,304 citations.
- In tourism and hospitality, the most-cited was “Developing and validating a service robot integration willingness scale” (International Journal of Hospitality Management), with 1,009 citations.
- In operations research, the most-cited was “Industry 4.0 technologies: Implementation patterns in manufacturing companies” (International Journal of Production Economics), with 2,953 citations.
- In AI, the most-cited was “A survey on Image Data Augmentation for Deep Learning” (Journal Of Big Data), with 13,151 citations.
All journals#
Finance# Dashboard →
Accounting# Dashboard →
Economics# Dashboard →
Management# Dashboard →
Marketing# Dashboard →
Information Systems# Dashboard →
Tourism and Hospitality# Dashboard →
Operations Research# Dashboard →
AI# Dashboard →
← 2018 · Since October 2016 · 2020 →
Cite this page
Scholar4AI. (2026). Most-cited papers published in 2019. Journal Research Rankings. Retrieved October 29, 2026, from https://scholar4ai.com/rankings/cited/2019
@misc{scholar4ai-rankings-cited-2019,
author = {{Scholar4AI}},
title = {Most-cited papers published in 2019},
year = {2026},
howpublished = {\url{https://scholar4ai.com/rankings/cited/2019}},
urldate = {2026-10-29},
note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}