Supply chain disruptions and demand disruptions make it challenging for hospital pharmacy managers to determine how much inventory to have on-hand. Having insufficient inventory leads to drug shortages, while having excess inventory leads to drug waste. To mitigate drug shortages and waste, hospital pharmacy managers can implement inventory policies that account for supply chain disruptions and adapt these inventory policies over time to respond to demand disruptions. Demand disruptions were prevalent during the Covid-19 pandemic. However, it remains unclear how a drug's shortage-waste weighting (i.e., concern for shortages versus concern for waste) as well as the duration of and time between supply chain disruptions influence the benefits (or detriments) of adapting to demand disruptions. We develop an adaptive inventory system (i.e., inventory policies change over time) and conduct an extensive numerical analysis using real-world demand data from the University of Michigan's Central Pharmacy to address this research question. For a fixed mean duration of and mean time between supply chain disruptions, we find a drug's shortage-waste weighting dictates the magnitude of the benefits (or detriments) of adaptive inventory policies. We create a ranking procedure that provides a way of discerning which drugs are of most concern and illustrates which policies to update given that a limited number of inventory policies can be updated. When applying our framework to over 300 drugs, we find a decision-maker needs to update a very small proportion of drugs (e.g., ) at any point in time to get the greatest benefits of adaptive inventory policies.
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http://dx.doi.org/10.1007/s10729-024-09686-3 | DOI Listing |
Environ Sci Technol
January 2025
Indian Institute of Technology-Delhi (IIT Delhi), Hauz Khas, New Delhi 110016, India.
Observation-based verification of regional/national methane (CH) emission trends is crucial for transparent monitoring and mitigation strategy planning. Although surface observations track the global and sub-hemispheric emission trends well, their sparse spatial coverage limits our ability to assess regional trends. Dense satellite observations complement surface observations, offering a valuable means to validate emission trends, especially in regions where emissions changes are substantial but debated.
View Article and Find Full Text PDFJAMA Netw Open
December 2024
The Heller School for Social Policy and Management, Brandeis University, Waltham, Massachusetts.
Importance: Previous research suggests that a greater capacity of health care organizations to address patients' health-related social needs (HRSNs) is associated with lower physician burnout. However, individual physician-level engagement in addressing HRSNs has not been fully characterized, and its association with physician burnout remains understudied.
Objective: To characterize physicians' engagement in addressing HRSNs and examine its association with burnout.
Alzheimers Dement
December 2024
German Center for Neurodegenerative Diseases e.V. (DZNE), Site Rostock/Greifswald, Greifswald, Germany.
Background: Previous trials reported that collaborative Dementia Care Management (cDCM) could be effective for patients and caregivers and cost-effective for healthcare systems in the short term. However, long-term evidence is lacking. Therefore, the study's objective was to determine the long-term efficacy and cost-effectiveness of cDCM compared with usual care.
View Article and Find Full Text PDFAlzheimers Dement
December 2024
Universidade Federal de São Paulo (UNIFESP), São Paulo, São Paulo/SP, Brazil.
Background: The number of people with dementia (PWD) is increasing worldwide, and especially in low- and middle-income countries (LMIC). Dementia's burden extends beyond mortality and healthcare costs. In LMIC, dementia indirect costs are proportionally higher.
View Article and Find Full Text PDFAlzheimers Dement
December 2024
UAB Alzheimer's Disease Center, Birmingham, AL, USA.
Patients with dementia (PWD) often face challenges with daily activities due to communication challenges, which may lead to negative outcomes for those with dementia and their family caregivers alike. Augmentative and alternative communication (AAC) devices have demonstrated to be feasible in supporting communication among PWD (May et al., 2019) through text, graphics, and/or sound.
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