Papers on “Markov model”
Research on “Markov model” in the 480 tracked journals: papers per year and category, the journals, institutions and countries publishing it, the keywords studied with it and its most-cited papers. It is not among the most frequent keywords of the last 30 days, so this page has no list of its latest papers. Also as Markdown.
← Top research keywords · Keyword trends
Key findings#
- From 2017 to 2026 (so far), the keyword “Markov model” appeared in 355 papers in the tracked journals, most of them in health economics and policy (279), operations research (30) and AI (18).
- 57 of them were published in 2025, against 27 in 2017.
- Since 2023, the institutions with the most of these papers were Shiraz University of Medical Sciences (5), Monash University (4) and University of Bristol (4).
- The journals publishing most of them were Cost Effectiveness and Resource Allocation (34), PharmacoEconomics (29) and PharmacoEconomics - Open (27).
- The most-cited of them is “Event classification and location prediction from tweets during disasters” (Annals of Operations Research, 2017), with 210 citations.
Papers per year#
20172026 (so far)
| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---|---|---|---|---|---|---|---|---|---|
| Health Economics and Policy | 18 | 29 | 25 | 17 | 28 | 29 | 27 | 28 | 47 | 31 |
| Operations Research | 4 | 2 | 1 | 2 | 5 | 1 | 2 | 4 | 7 | 2 |
| AI | 0 | 1 | 5 | 1 | 0 | 4 | 3 | 1 | 2 | 1 |
| Economics | 1 | 0 | 1 | 1 | 3 | 1 | 1 | 3 | 0 | 1 |
| Statistics | 1 | 0 | 0 | 1 | 0 | 3 | 0 | 0 | 1 | 0 |
| Finance | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 2 |
| Information Systems | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Management | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| Higher Education and Research | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| All categories | 27 | 33 | 33 | 22 | 37 | 38 | 34 | 36 | 57 | 38 |
Where the papers come from#
| # | Journal | Papers |
|---|---|---|
| 1 | Cost Effectiveness and Resource Allocation | 34 |
| 2 | PharmacoEconomics | 29 |
| 3 | PharmacoEconomics - Open | 27 |
| 4 | Applied Health Economics and Health Policy | 20 |
| 5 | Health Economics Review | 17 |
| 6 | The European Journal of Health Economics | 5 |
| 7 | Socio-Economic Planning Sciences | 2 |
| 8 | Annals of Operations Research | 2 |
| 9 | Computers & Industrial Engineering | 2 |
| 10 | European Journal of Operational Research | 2 |
| # | Institution | Papers |
|---|---|---|
| 1 | Shiraz University of Medical Sciences | 5 |
| 2 | Monash University | 4 |
| 3 | University of Bristol | 4 |
| 4 | University of Oxford | 4 |
| 5 | Central South University | 3 |
| 6 | Erasmus University Rotterdam | 3 |
| 7 | Fudan University | 3 |
| 8 | Fujian Medical University | 3 |
| 9 | Karolinska Institutet | 3 |
| 10 | London School of Economics and Political Science | 3 |
| # | Country | Papers |
|---|---|---|
| 1 | United Kingdom | 29 |
| 2 | China | 28 |
| 3 | United States | 25 |
| 4 | Australia | 12 |
| 5 | Germany | 12 |
| 6 | India | 12 |
| 7 | Netherlands | 11 |
| 8 | Canada | 9 |
| 9 | Italy | 9 |
| 10 | Spain | 8 |
| # | Keyword | Papers |
|---|---|---|
| 1 | cost-effectiveness | 111 |
| 2 | quality-adjusted life years | 100 |
| 3 | incremental cost-effectiveness ratio | 25 |
| 4 | willingness-to-pay threshold | 25 |
| 5 | cost-utility analysis | 20 |
| 6 | drug pricing | 13 |
| 7 | decision tree | 10 |
| 8 | health technology assessment | 10 |
| 9 | sensitivity analysis | 10 |
Most-cited papers#
| # | Citations | Per month | Title | Journal | Published | Authors |
|---|---|---|---|---|---|---|
| 1 | 210 | 1.9 | Event classification and location prediction from tweets during disasters | Annals of Operations Research | 2017-05-19 | Jyoti Prakash Singh, Yogesh Kumar Dwivedi, Nripendra Pratap Rana et al. |
| 2 | 159 | 2.8 | On Distributed Computing Continuum Systems | IEEE Transactions on Knowledge and Data Engineering | 2022-01-13 | Schahram Dustdar, Víctor Casamayor Pujol, Praveen Kumar Donta |
| 3 | 100 | 1.3 | Scenario simulation of land system change in the Beijing-Tianjin-Hebei region | Land Use Policy | 2020-05-12 | Yuanyuan Yang, Wenkai Bao, Yansui Liu |
| 4 | 96 | 1.1 | Natural Language Statistical Features of LSTM-Generated Texts | IEEE Transactions on Neural Networks and Learning Systems | 2019-04-03 | Marco Lippi, Marcelo A. Montemurro, Mirko Degli Esposti et al. |
| 5 | 80 | 1.2 | Measurement and prediction of land use conflict in an opencast mining area | Resources Policy | 2021-01-27 | Yuan Gao, Jin Man Wang, Min Zhang et al. |
Cite this page
Scholar4AI. (2026). Papers on “Markov model”. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/keywords/markov-model
@misc{scholar4ai-keywords-markov-model,
author = {{Scholar4AI}},
title = {Papers on “Markov model”},
year = {2026},
howpublished = {\url{https://scholar4ai.com/keywords/markov-model}},
urldate = {2026-11-03},
note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}