ArticleBMC health services research2016
The effects of multiple chronic conditions on hospitalization costs and utilization for ambulatory care sensitive conditions in the United States: a nationally representative cross-sectional study.
Article in BMC health services research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05379504 (Reducing COVID-19 Related Disability in Rural Community-Dwelling Older Adults Using Smart Technology), which is not on this map. Cited by 50 papers, 1 of them a synthesis that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Reducing COVID-19 Related Disability in Rural Community-Dwelling Older Adults Using Smart Technology
Who cites it
50 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A Systematic Review of Outcomes Related to Nurse Practitioner-Delivered Primary Care for Multiple Chronic Conditions.Medical care research and review : MCRR · 2023Pooled it
- Health Care Service Utilization Among People with HIV, Chronic Pain, and Depression: Utilization and Cost Outcomes from the HIV-PASS Study.AIDS and behavior · 2025Trial
- Trial
- Cost of hospital care for the older adults according to their level of frailty. A cohort study in the Lazio region, Italy.PloS one · 2019Trial
- Rapid Turnaround Time for Toxic Alcohol Testing Is Associated with Shorter Hospital Length of Stay.The western journal of emergency medicine · 2026Article
- Prevalence of Multiple Chronic Conditions Among US Adults, 2024.American journal of public health · 2026Article
- Multimorbidity patterns and hospitalizations due to lower respiratory tract infections: a 15-year population-based cohort study.Age and ageing · 2026Article
- Ten-year population-based assessment of multimorbidity burden progression in a regional cohort of 5.5 million adults.NPJ digital medicine · 2026Article
- Key components of chronic care management programs: qualitative descriptions of care managers' practice.BMC health services research · 2025Article
- Breaking the silence on late-life depression: uncovering the drivers of help-seeking in Türkiye's ageing population.BMC geriatrics · 2025Article
- Nurse Practitioner Care Environments and Provider Shortages Among Patients With Multiple Chronic Conditions.Research in nursing & health · 2025Article
- Perceived Discrimination Is a Mediator of Rural Identity and Cardiometabolic Multimorbidity Among U.S. Adults.International journal of environmental research and public health · 2025Article
- Relationships Among Comorbidities, Disease Severity, and Hospitalization Duration in the United States Using the Healthcare Cost and Utilization Project (HCUP) Database.Journal of clinical medicine · 2025Article
- Utilization of Health Care Services and Accessibility Challenges among Adults Aged 50+ before and after Austerity Measures across 27 European Countries: Secular Trends in the SHARE Study from 2004/05 to 2019/20.Healthcare (Basel, Switzerland) · 2024Article
- Article
- Do hospitalizations push households into poverty in India: evidence from national data.F1000Research · 2024Article
- Association of cognitive impairment and diabetes on survival in Chinese older people with hypertension: a 10-year prospective study.BMC geriatrics · 2023Article
- Aging-Related Comorbidity Burden Among Women and Men With or At-Risk for HIV in the US, 2008-2019.JAMA network open · 2023Observational
- Hospital-associated disability due to avoidable hospitalizations among older adults.Journal of the American Geriatrics Society · 2023Article
- Associations among socioeconomic status, multimorbidity of non-communicable diseases, and the risk of household catastrophic health expenditure in China: a population-based cohort study.BMC health services research · 2023Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe presence of multiple chronic conditions (MCCs) complicates inpatient hospital care, leading to higher costs and utilization. Multimorbidity also complicates primary care, increasing the likelihood of hospitalization for ambulatory care sensitive conditions. The purpose of this study was to evaluate how MCCs relate to inpatient hospitalization costs and utilization for ambulatory care sensitive conditions.
methodsThe 2012 Agency for Healthcare Research and Quality (AHRQ) Healthcare Cost and Utilization Project (HCUP) State Inpatient Databases (SID) provided data to carry out a cross-sectional analysis of 1.43 million claims related to potentially preventable hospitalizations classified by the AHRQ Prevention Quality Indicator (PQI) composites. Categories of MCCs (0-1, 2-3, 4-5, and 6+) were examined in sets of acute, chronic, and overall PQIs. Multivariate models determined associations between categories of MCCs and 1) inpatient costs per stay, 2) inpatient costs per day, and 3) length of inpatient hospitalization. Negative binomial was used to model costs per stay and costs per day.
resultsThe most common category observed was 2 or 3 chronic conditions (37.8 % of patients), followed by 4 or 5 chronic conditions (30.1 % of patients) and by 6+ chronic conditions (10.1 %). Compared with costs for patients with 0 or 1 chronic condition, hospitalization costs per stay for overall ambulatory care sensitive conditions were 19 % higher for those with 2 or 3 (95 % confidence interval [CI] 1.19-1.20), 32 % higher for those with 4 or 5 (95 % CI 1.31-1.32), and 31 % higher (95 % CI 1.30-3.32) for those with 6+ conditions. Acute condition stays were 11 % longer when 2 or 3 chronic conditions were present (95 % CI 1.11-1.12), 21 % longer when 4 or 5 were present (95 % CI 1.20-1.22), and 27 % longer when 6+ were present (95 % CI 1.26-1.28) compared with those with 0 or 1 chronic condition. Similar results were seen within chronic conditions. Associations between MCCs and total costs were driven by longer stays among those with more chronic conditions rather than by higher costs per day.
conclusionsThe presence of MCCs increased inpatient costs for ambulatory care sensitive conditions via longer hospital stays.
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