OOIR: Observatory of International Research

Papers

(The median citation count of Health Care Management Science is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)

Article	Citations
Blood platelet inventory management: Incorporating data-driven demand forecasts	33
DEA-based centralized resource allocation with a balance between efficiency and equity: evidence from healthcare services across 31 provinces in China	28
Classification of patients with chronic disease by activation level using machine learning methods	18
Road coverage as demand metric for ambulance allocation	18
Location planning, resource reallocation and patient assignment during a pandemic considering the needs of ordinary patients	13
A two-phase method for layout optimization: The case of a referral cancer center in Latin America	12
Operating room design using agent-based simulation to reduce room obstructions	12
Impact of subsidy policies on the financial status of trauma centers	12
Incorporating medication therapy management into community pharmacy workflows	11
Pool testing with dilution effects and heterogeneous priors	11
Patient-to-nurse ratios: Balancing quality, nurse turnover, and cost	10
A clinical decision-support system for dengue based on fuzzy cognitive maps	10
A change-point method for multi-lead electrocardiogram monitoring using weighted multivariate functional principal component analysis	10
Beyond patient-sharing: Comparing physician- and patient-induced networks	10
Excess deaths by sex and Age Group in the first two years of the COVID-19 pandemic in the United States	9
Heterogeneous donor circles for fair liver transplant allocation	9
Real-time management of intra-hospital patient transport requests	8
A systematic literature review of predicting patient discharges using statistical methods and machine learning	8
Health care management science for underserved populations	8
What is the value of explicit priority setting for health interventions? A simulation study	8
Optimal quality oversight in kidney transplantation and its impact on transplant centers’ waitlist management	8
Applications of data envelopment analysis in acute care hospitals: a systematic literature review, 1984–2022	8
A decomposition-based approach for multi-level appointment planning and scheduling	7
A tactical multi-week implicit tour scheduling model with applications in healthcare	7
A study of “left against medical advice” emergency department patients: an optimized explainable artificial intelligence framework	7

Visualisation of Data Envelopment Analysis in primary health services	7
A multi-product multi-period stochastic model for a blood supply chain considering blood substitution and demand uncertainty	7
A chance-constrained network DEA approach for evaluating medical service and quality efficiency: a case study of Taiwan	7
A novel approach to forecast surgery durations using machine learning techniques	7
Machine learning for optimal test admission in the presence of resource constraints	6
On integrating patient appointment grids and technologist schedules in a radiology center	6
A two-phase approach for the Radiotherapy Scheduling Problem	6
Homogeneity and Best Practice Analyses in Hospital Performance Management: An Analytical Framework	6
Online scheduling using a fixed template: the case of outpatient chemotherapy drug administration	6
Covid-19 infection risk on US domestic airlines	6
Data envelopment analysis efficiency in the public sector using provider and customer opinion: An application to the Spanish health system	6
A reinforcement learning-based optimal control approach for managing an elective surgery backlog after pandemic disruption	6
The policy case for designating EMS teams for vulnerable patient populations: Evidence from an intervention in Boston	5
A novel two-stage network data envelopment analysis model for kidney allocation problem under medical and logistical uncertainty: a real case study	5
Optimization of the stroke hospital selection strategy and the distribution of endovascular thrombectomy resources	5
Non-linear missing data imputation for healthcare data via index-aware autoencoders	5
A reinforcement learning approach for the online dynamic home health care scheduling problem	4
Examining chronic kidney disease screening frequency among diabetics: a POMDP approach	4
A queuing model for ventilator capacity management during the COVID-19 pandemic	4
Surgical scheduling via optimization and machine learning with long-tailed data	4
Monitoring policy in the context of preventive treatment of cardiovascular disease	4
Strategic placement of volunteer responder system defibrillators	4
A two-stage partial fixing approach for solving the residency block scheduling problem	4
On the timing and probability of Presurgical Teledermatology: how it becomes the dominant strategy	4
Combining machine learning and optimization for the operational patient-bed assignment problem	4
Determining optimal COVID-19 testing center locations and capacities	3
Data in ambulatory care logistics: What modelers need and what practice can offer	3
The benefits (or detriments) of adapting to demand disruptions in a hospital pharmacy with supply chain disruptions	3
Hospital volume allocation: integrating decision maker and patient perspectives	3
Bayesian prediction of emergency department wait time	3
Streamlining emergency department workflow: reducing length of stay with congestion-triggered standing orders	3
Managing a multi-panel clinic with heterogeneous patients	3
Prospective adverse event risk evaluation in clinical trials	3
Select, route and schedule: optimizing community paramedicine service delivery with mandatory visits and patient prioritization	3
Health care management science - best paper of 2023	3
Unsupervised learning methods for efficient geographic clustering and identification of disease disparities with applications to county-level colorectal cancer incidence in California	3
Innovations in early detection of chronic non-communicable diseases among adolescents through an easy-to-Use AutoML paradigm	2
Evaluating machine learning model bias and racial disparities in non-small cell lung cancer using SEER registry data	2
Performance measurement of nonhomogeneous Hong Kong hospitals using directional distance functions	2
Stroke care networks and the impact on quality of care	2
Managing low–acuity patients in an Emergency Department through simulation–based multiobjective optimization using a neural network metamodel	2
A two-stage stochastic optimization framework to allocate operating room capacity in publicly-funded hospitals under uncertainty	2
A compartmental modelling methodology to support strategic decision making for managing the elective hospital waiting list; application in England’s NHS	2
Looking for the crystal ball in unscheduled care: a systematic literature review of the forecasting process	2
Generating simple classification rules to predict local surges in COVID-19 hospitalizations	2
Correction to: Prediction of hospitalization and waiting time within 24 h of emergency department patients with unstructured text data	2
Fair allocation strategies for opioid settlements	2
Correction to: Select, route and schedule: optimizing community paramedicine service delivery with mandatory visits and patient prioritization	2
A mixed-integer slacks-based measure data envelopment analysis for efficiency measuring of German university hospitals	2
Intraday dynamic rescheduling under patient no-shows	2

Effectiveness of feedback control and the trade-off between death by COVID-19 and costs of countermeasures	2
Managing surgical waiting lists through dynamic priority scoring	2