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Bibliography

The Johns Hopkins ACG® System Bibliography provides links to more than 900 papers and reports from across the globe detailing various studies utilizing the ACG System in a variety of locations, populations, and innovative applications.

Please use the below search box to find articles on specific topics or keywords. You can also use the filters below to refine further.

Opioid Use During Pregnancy among Individuals with Disabilities

ABSTRACT Introduction To investigate (1) prevalence and time trends in opioid use during pregnancy and (2) patterns of opioid use before and during pregnancy, among […]

Treatment-modifying effects of frailty on stroke reperfusion therapy outcomes: a systematic review and meta-analysis

Abstract Background Frailty is common amongst individuals presenting with acute ischaemic stroke (AIS). Not only has frailty been found to have disease-modifying effects in terms […]

Assessing the impact of delivery method on severe maternal morbidity among individuals with inflammatory bowel disease: a population-based study

Abstract Background & Aims Individuals with inflammatory bowel disease (IBD) may have worse obstetrical outcomes than those without IBD. We assessed the odds of severe […]

Measuring the relationship between outpatient family physician visit regularity and acute care utilization during the end of life: a population-level retrospective cohort study

Abstract Background Family physicians (FP) are critical in providing outpatient end-of-life (EOL) care, yet most continuity measures do not consider temporal changes in visits. The […]

Primary care utilization and attachment among burn survivors: A population-based matched cohort study

Abstract Background Many burn survivors experience poor long-term outcomes, including reduced quality of life and greater mortality than the general population, yet post-discharge interventions to […]

Health Care Use and Outcomes Among Participants Enrolled in the Mayo Clinic Primary Care House Call Program: A Case-Control Study

Abstract Introduction/Objectives: House call programs provide care for homebound patients. We conducted a case-control study to compare hospitalization and/or emergency department (ED) use by patients […]

Association Between Adoption of Robotic Total Knee Arthroplasty in Canada and Major Surgical Complications

Abstract Background Robotic-assisted total knee arthroplasty (rTKA) is being adopted rapidly, but data on its real-world safety compared with conventional TKA (cTKA) outside specialized centers […]

Social Risk Factors and Their Effect on Health Care Costs in a Midwestern Health Care System

Abstract Objectives: To assess how social risk factors and socioeconomic status (SES) affect health care costs at a large, integrated health system of 45 clinics […]

The need for long-term support: Five-year outcomes after severe injury in older adults

Abstract Background While the short-term risks of severe injury among older adults (age≥65) are well studied, little is known about long-term functional outcomes in this […]

Bridging the gap: health equity in women’s urologic care across rural settings

Purpose of review Health equity has emerged as a priority in urology, as disparities in access to care and health outcomes are driven by social, […]

Mammographic screening and time to breast cancer diagnosis among immigrants and long-term residents in Ontario

Abstract Background Biennial breast screening enables timely diagnosis, a critical determinant of survival. However, this benefit depends on navigating complex healthcare systems where immigrant women […]

Association between COVID-19 vaccination and sudden death in apparently healthy younger individuals: A population-based case-control study

Abstract Background COVID-19 vaccines can cause rare but serious adverse events such as myocarditis and immune thrombocytopenia. Despite a lack of strong evidence, concerns have […]

Disparities in End-of-Life Care: A Retrospective Study on Intensive Care Utilization and Advance Care Planning in the Colorado All-Payer Claims Database

Abstract Background Intensive end-of-life (EOL) care is emotionally and financially burdensome, disproportionally negatively impacting racial and ethnic minorities, rural residents, and lower socioeconomic seniors. Objectives […]

Design and early evaluation of a social care network’s impact on health care costs

Abstract Introduction The Social Care Network (SCN) is a payor–provider-system integrated social care referral model designed to address historical challenges of scalability and sustainability through […]

Patterns of care of gestational trophoblastic disease in Ontario: a population-based study

Abstract Objectives Gestational trophoblastic disease (GTD) is a rare condition that affects reproductive-age women with excellent clinical outcomes if treated appropriately. The study aims to […]

Surgeon-patient Sex Concordance and Long-term Clinical Outcomes and Costs Following Common Surgeries

Abstract Objective: To evaluate the associations between surgeon-patient sex concordance, long-term clinical outcomes and healthcare costs. Background Data: Emerging data suggest surgeon-patient sex concordance may […]

Social inequalities in COVID-19 death by area-level income in 11.2 million people in Ontario, Canada: patterns over time and the mediating role of vaccination

Abstract Knowledge of patterns in COVID-19 deaths by area-level income over time and the mediating role of vaccination in inequality patterns remains limited. We used […]

Risk of Incident Cardiovascular Events Following Roux-en-Y Gastric Bypass Versus Sleeve Gastrectomy

Abstract Objective: To compare the risk of incident cardiovascular disease (CVD) events following sleeve gastrectomy (SG) and Roux-en-Y gastric bypass (RYGB). Background: Bariatric surgery is […]

The effect of frailty on early postoperative outcomes of lobectomy for lung cancer in older adults – A United States National Retrospective Cohort Study

Abstract Introduction Pulmonary lobectomy represents the primary curative treatment for lung cancer in older adults, yet frailty’s impact on critical early postoperative outcomes remains inadequately […]

Psychiatric hospitalizations among Canadian Armed Forces Veterans and former Royal Canadian Mounted Police members residing in Ontario: A retrospective cohort study

Abstract Objectives Canadian Armed Forces (CAF) Veterans and former Royal Canadian Mounted Police (RCMP) members (“Veterans/former RCMP members”) may be at increased risk of mental […]

Review of Risk Factors for Opioid Misuse and Addiction Following Traumatic Injury

Abstract Traumatic injuries represent a significant public health challenge, affecting millions worldwide annually and necessitating acute pain management that frequently involves the use of opioid […]

Factors Associated With the Receipt of Female Breast Cancer Treatment Among People Living With Intellectual or Developmental Disabilities: A Population-Based Retrospective Cohort Study

ABSTRACT Background People with intellectual or developmental disabilities (IDD) experience breast cancer care inequities relative to those without IDD. Identifying factors associated with receipt of […]

Primary care unattachment: impact on mortality, hospitalizations and costs

Abstract Introduction Primary care attachment is the formal or informal affiliation with a regular primary care clinician. In countries with near-universal primary care, a physician’s […]

Short- and Long-Term Healthcare Costs Attributable to Hepatitis B Among Newcomers to Ontario, Canada: A Matched Cohort Study

Abstract Background Healthcare expenditures across the clinical trajectory of hepatitis B virus (HBV) infection are inadequately characterized, particularly among immigrants. Our aim is to quantify […]

Predicting Return Home After Moderate-to-Severe Traumatic Brain Injury

Abstract Background and Objectives Days alive and at home (DAH) is a validated outcome measure that captures health care transitions between time spent at home […]

Healthcare utilization patterns and costs related to neurofibromatosis 1 in Ontario, Canada

Abstract Background and objectives Neurofibromatosis type 1 (NF1) is a multisystemic disease, characterized by cutaneous manifestations and peripheral nerve sheath tumors. Patients also have a […]

Trends in use of poly (ADP-ribose) polymerase inhibitor (PARPi) in ovarian cancer

Abstract Background To assess population-level trends in use of poly (ADP-ribose) polymerase inhibitors (PARPis) among ovarian cancer patients in the years following initial FDA approvals. […]

Impact of frailty on outcomes following percutaneous coronary intervention for acute myocardial infarction: A propensity-score matched analysis of 45,362 pairs

Introduction Percutaneous coronary intervention (PCI) is the cornerstone of rapid revascularization in acute myocardial infarction (AMI) [1]. Patients undergoing PCI frequently present with multiple comorbidities, […]

Access to primary care is associated with improved long-term survival after severe traumatic injury

ABSTRACT BACKGROUND Survivors of severe traumatic injury remain at elevated risk of death in the years after injury. Little is known about how long-term mortality […]

Improved survival and health care use with CAR-T vs historical care in relapsed/refractory large B-cell lymphoma

Abstract Anti-CD19 chimeric antigen receptor T-cell (CAR-T) immunotherapies have been funded in Canada for relapsed/refractory large B-cell lymphoma (R/R-LBCL) after 2 lines of systemic therapy […]

Implementation, impact of vaccination coverage and determinants of VZV immunization in people living with HIV: The HIV-ZoVax study

Abstract Background Shingles remains a significant cause of morbidity in people living with HIV despite advances in antiretroviral therapy. The recombinant zoster vaccine (RZV) is […]

Long-term healthcare resource use and cost associated with COVID-19 disease from a health system perspective. An equity-focused population-based cohort study

Abstract SARS-CoV-2 strained Ontario’s health system, with social determinants of health (SDH) underexplored in cost analyses. We examined COVID-19 attributable healthcare resource use and costs […]

Longitudinal population-based analysis of diabetic retinopathy screening rates for newly diagnosed diabetes in Ontario

Abstract Purpose To evaluate longitudinal trends and determinants of diabetic retinopathy (DR) screening uptake over 10 years among adults with newly diagnosed diabetes in Ontario, […]

Improved survival and healthcare utilization with CAR-T vs historical care in relapsed-refractory large B-cell lymphoma

ABSTRACT Anti-CD19 Chimeric Antigen Receptor T-cell (CAR-T) immunotherapies have been funded in Canada for relapsed-refractory large B-cell lymphoma (RR-LBCL) after two lines of systemic therapy […]

Social Determinants of Health and 30-Day Mortality After Inpatient Elective Surgery

Abstract Importance Prior research conducted in private for-profit health care systems has suggested that social determinants of health (SDOH) play a role in adverse postoperative […]

Influence of socioeconomic status on health outcomes after treatment of spinal metastases

ABSTRACT OBJECTIVE The aim of this study was to investigate the association of home socioeconomic status (SES) with days at home and survival after treatment […]

Impact of age and frailty on acute care use during immune checkpoint inhibitor treatment

Abstract Purpose Older and frail adults were under-represented in clinical trials evaluating ICIs, leading to a knowledge gap on their risk of acute care use […]

The Impact of Social Determinants of Health on Treatment Received in Patients with Stage I Lung Cancer in Ontario: A Population-Based Analysis

Abstract Surgical resection is recommended for operable stage I non-small-cell lung cancer (NSCLC), while radiotherapy reserved for inoperable patients. Very comorbid patients may receive no […]

Gaps in the Hepatitis C Prenatal and Postpartum Care Cascade: Rationale for Treatment in Pregnancy

Abstract Background Hepatitis C virus (HCV) infections have increased among younger populations, including pregnant people. While universal screening guidelines have improved case-finding, studies suggest low […]

Frailty and body composition as predictors of postoperative outcomes in patients with epithelial ovarian cancer undergoing neoadjuvant chemotherapy

Abstract Objective To assess whether the five-factor modified frailty index (mFI5) can predict adverse post-operative outcomes in patients with epithelial ovarian cancer (EOC) undergoing interval […]

Prevalence of prescribed opioid claims among persons with non-traumatic spinal cord dysfunction in Ontario, Canada: a population-based retrospective cohort study

Abstract Study Design Cohort study. Objectives To determine the prevalence and to identify predictors of prescription opioid use among persons with non-traumatic spinal cord dysfunction […]

Systemic therapies for psoriatic disease and serious adverse events in older adults: A population-based cohort study

Systemic therapies for psoriasis and psoriatic arthritis (PsA) have the potential to cause serious adverse events (SAEs), particularly among older adults (Garcia-Doval et al, 2012; Lavan […]

Patterns of Telehealth Use Across the Cancer Care Continuum and Assessment of Patient and Geographic Factors Associated With Key Healthcare Outcomes: Retrospective Study

Abstract Background: Although the use of telehealth has declined since the pandemic, it remains a popular mode of care delivery across the cancer care continuum. […]

Percutaneous Endoscopic Gastrostomy (PEG) Tube Placement in Frail Patients: Exploring Postprocedural Outcomes and Readmissions Using the National Readmission Database, 2018–2020

Abstract Objective Percutaneous endoscopic gastrostomy (PEG) tube placement is a common gastrointestinal procedure that provides nutrition, fluids, and medications to patients with inadequate oral intake. […]

Is the Barthel index a valid tool for patient selection before urological surgery? A systematic review

Background The Barthel Index (BI) measures the level of patient independence in activities of daily living. This review aims to summarize current evidence on the […]

Can the Care Need Index Identify Healthcare Centres With Higher Proportions of Children at Risk?

ABSTRACT Aims To examine the association between the widely used social deprivation index, the Child Adjusted Care Need Index, and healthcare centres with a higher […]

Refocusing Algorithmic Fairness on Feature-Level Bias: A Diagnostic Approach Using Dutch EHR Data

Abstract While algorithmic fairness research in healthcare has predominantly focused on disparities in model performance, less attention has been given to the underlying data structures […]

Variations in multimorbidity measurement in studies evaluating hospitalisation in older adults: a systematic review

Abstract Background Multimorbidity is the coexistence of two or more chronic diseases, and in older adults is more common which can lead to increased rates […]

The effectiveness of WhatsApp messages on the uptake of screening mammography: a randomized controlled trial

Abstract Objectives Breast screening and early detection have positively influenced survival rates for breast cancer. We conducted a randomized-controlled trial involving 7235 eligible members of […]

COVID-19 Vaccination, Hospitalization Rates, and Mortality Differ Between People with Diagnosed Immune Mediated Inflammatory Disease and the General Population: A Population-Based Study

Abstract Background: Vaccination reduces Coronavirus disease-19 (COVID-19) infection severity. We evaluated COVID-19 vaccine uptake and effectiveness in people with immune mediated inflammatory diseases (pIMIDs) versus […]

Comorbidities and Healthcare Utilization in 4197 Patients With Prurigo Nodularis in Israel: A Cross-Sectional Population-Based Analysis

ABSTRACT Background Prurigo nodularis patients face a significant burden of comorbidities, necessitating a comprehensive approach to care. We aimed to explore the association between prurigo […]

Using Machine Learning To Predict Future Foster Care Admission

Structured Abstract Introduction Foster care admissions are highly traumatic for children and their families, often causing serious adverse outcomes. We seek to assess the viability […]

Concurrent Emergency Department Use by a New Mother With a Disability and Her Newborn

ABSTRACT OBJECTIVES To assess the risk of concurrent emergency department use (Co-ED) among women with a preexisting disability and their infants. METHODS This population-based cohort […]

NHS Leicester, Leicestershire and Rutland ICB Health Equity Payments Evaluation

Background The Health Equity Payment (HEP) scheme was developed by population health leads from NHS Leicester, Leicestershire and Rutland (LLR) Integrated Care Board (ICB), intended […]

Enhancing Depression Identification and Stratification with a Claims-Based Analytical Framework

Abstract Depression, a prevalent health condition, substantially impacts both socioeconomic outcomes and individual wellbeing. Despite the availability of diagnostic tools, existing approaches for identifying depression […]

Evaluating the impact of capitation funding top-up payments in primary care

Abstract Background Capitation payments account for approximately half of core funding for General Practitioner (GP) practices in England, allocated via the Global Sum Allocation (‘Carr-Hill’) […]

Rate of incident dementia and care needs among older adults with new traumatic brain injury: a population-based cohort study

Abstract Background: The long-term impacts of traumatic brain injury (TBI) in older adults are not well known. Our objective was to describe the association between […]

Impact of Immigration Status on Survival Among Stage 1 and 2 HER2-Positive and Triple-Negative Breast Cancer in Ontario, Canada

ABSTRACT Background This study examined death from breast cancer and death from other causes among women with Stage 1 and 2 Her2-positive and triple-negative breast […]

Differences in health care costs between two social health support programs: findings from a randomized social health integration pilot program

Abstract Introduction More health systems are implementing strategies to understand and address patient social health, also known as social health integration. We examine the impact […]

Primary Care Unattachment; Impact on Mortality, Hospitalizations and Costs

Abstract Background: Primary care attachment, defined as a patient’s formal or informal affiliation with a regular primary care provider, is a cornerstone of many healthcare […]

Effect of sustained virologic response on liver-related mortality among individuals living with hepatitis C by treatment era: A population-based retrospective cohort study

Abstract Purpose Sustained virologic response (SVR) is a validated surrogate marker for successful hepatitis C virus (HCV) treatment. Historically, interferon-based therapies, the standard of care […]

Impact of Patient Demographics, Surgeon Volume, and Hospital Type on Distal Radius Fracture Surgery Outcomes: A Population-Based Study

Abstract Purpose This study aimed to evaluate the impact of patient demographics, surgeon volume, and hospital type on composite outcomes, infection, and revision following surgery […]

Machine learning identifies clusters of multimorbidity among decedents with inflammatory bowel disease

Abstract Background: Multimorbidity is the co-occurrence of two or more chronic conditions in one person. Providing quality, patient-centered care requires understanding multimorbidity. Our objective was […]

COVID-19 immunisation among individuals with opioid use disorder in Ontario: a population-based cohort study

Abstract Background The COVID-19 pandemic exacerbated health inequities, particularly among individuals with opioid use disorder (OUD). Disparities in vaccine uptake among people with OUD remain […]

Longitudinal costs and health service utilisation associated with primary care reforms in Ontario: a retrospective cohort study protocol

ABSTRACT Introduction Over the last 20 years, the Canadian province of Ontario implemented several new models of primary care focusing on changes to physician remuneration, […]

Risk Stratification Methods, Use Cases, and Lessons Learned

To deliver on the promise of high-quality, value-based care for our patients in the context of workforce shortages and an aging population, risk stratification is […]

Outcomes following exposure to drug interactions with ibrutinib in patients with chronic lymphocytic leukaemia

Summary Ibrutinib is metabolized by cytochrome P450 3A (CYP3A) and poses challenges with drug interactions. We conducted a population-based cohort study of Ontario residents aged […]

Delay in Diabetes Diagnosis After High-Deductible Health Plan Enrollment: A Pre-Post Study with Control

Abstract Background High-deductible health plan (HDHP) members face relatively high out-of-pocket (OOP) costs for urgent care, high-acuity care, and secondary prevention. These costs could affect […]

Mapping Healthcare Needs: A Systematic Review of Population Stratification Tools

Abstract Background and Aim: In 2021, healthcare expenditure in Italy represented 7.3% of the national gross domestic product, with approximately 80% attributed to the management […]

Prevalence and predictors of potentially inappropriate prescribing using codified STOPP-START and Beers criteria: a retrospective cohort study in Ontario’s older population

Abstract Objectives To quantify potentially inappropriate prescribing (PIP) and assess the association between patient characteristics and PIP using previously coded STOPP-START and Beers criteria in […]

Impact of frailty on outcomes after multiple rib fractures and flail chest undergoing surgical stabilization of rib fractures: a propensity score-matched analysis of the Nationwide Inpatient Sample 2005–2020

Abstract Background This study examined the impact of frailty on in-hospital outcomes in patients undergoing surgical stabilization of multiple rib fractures and flail chest (SSRF). […]

Postoperative Opioid Prescribing Among Adults with Disabilities After a Medicare Opioid Limit Policy

Abstract Objective: Determine whether a Medicare 7-day limit on initial opioid prescriptions (effective January 1, 2019) was associated with reductions in duration, dosage, and subsequent […]

Risk Profile of Young Adults with Chronic Obstructive Pulmonary Disease

Abstract Background: COPD risk profiles have been described in populations comprised of or including older adults, leaving factors associated with COPD in younger adults overlooked. […]

Trends in Insulin Out-of-Pocket Costs and Use Disparities, 2008-2021

Abstract OBJECTIVE: To assess trends in insulin out-of-pocket (OOP) costs, use, and disparities among commercially insured patients from 2008 to 2021. STUDY DESIGN: Retrospective time […]

More Employers Offer Preventive Drug Lists Over Time

ABSTRACT Objective: To describe trends in employer preventive drug list (PDL) offerings and associations of employer PDL offerings with employer and workforce characteristics. Study Design: […]

Incidence of Respiratory Syncytial Virus-Associated Hospitalization Among Adults in Ontario, Canada, 2017–2019

Abstract Background Respiratory syncytial virus (RSV) causes substantial morbidity and mortality among adults. Given recent RSV vaccine authorizations, data on groups at highest risk are […]

The Impact of Frailty on Short-Term Outcomes After Surgery for Zenker Diverticulum

Abstract Objective Determine relationship between frailty and hospital mortality, length of stay, cost, and medical and surgical complications in Zenker diverticulum surgery. Study Design Retrospective […]

Healthcare use in individuals with and without attention-deficit/hyperactivity disorder: A population-based longitudinal matched cohort study

Abstract Individuals with Attention-Deficit/Hyperactivity Disorder (ADHD) experienced worsening symptoms during the COVID-19 pandemic resulting in increased demand for healthcare services. However, it is unclear how […]

Association of frailty with outcomes of patients undergoing transvenous lead removal for cardiac implantable electronic device infections in the United States

Abstract Background Frailty, marked by reduced physiological resilience, is associated with adverse outcomes in patients undergoing various cardiovascular procedures. The rising incidence of cardiac implantable […]

Healthcare utilization among survivors of childhood and adolescent cancer: a population-based study

Abstract Introduction Survivors of childhood and adolescent cancers are at increased risk for late effects. Few studies have investigated if this translates into increased healthcare […]

Understanding Data and Opportunities Focused on Value: A Single-Center Experience in Headache Care

Abstract Background and Objectives Headache syndromes are highly prevalent, disabling, and costly. Our goals were to (1) describe headache care delivery and costs in a […]

Predicting Health Utilities Using Health Administrative Data: Leveraging Survey-linked Health Administrative Data from Ontario, Canada

Abstract Background The quality-adjusted life year (QALY) is widely used to measure health outcome that combines the length of life and health-related quality of life […]

Health Utilities in People with Hepatitis C Virus Infection: A Study Using Real-World Population-Level Data

Abstract Background Hepatitis C virus (HCV) infection is associated with reduced quality of life and health utility. It is unclear whether this is primarily due […]

Association of frailty with perioperative and survival outcomes in patients with gynecologic cancers: A population-based study

Abstract Objectives The relationship between frailty and both short- and long-term outcomes remains underexplored in gynecologic oncology (GO). We sought to evaluate the association of […]

Post-discharge Home Care Services Use, Long-Term Care Placement, and Survival in Older Adults with Major Trauma: a Population-Based Cohort Study from Ontario, Canada

Abstract Background There are few studies describing health services use and longer-term survival in older adults with major injuries. Our objectives were to characterize the […]

Risk Adjustment in Capitation Payments to Primary Care Providers

Abstract Background: One of the critical challenges with capitation payment to primary care providers is ensuring that the fixed payments are equitable and adjusted for […]

Population risk stratification tools and interventions for chronic disease management in primary care: a systematic literature review

Abstract Background Population risk stratification (RS) tools have been proposed to tailor interventions, prioritize resources, and proactively manage high-risk individuals with chronic diseases in primary […]

Care Coordination Engagement Patterns in Long-Term Patients

Abstract OBJECTIVE: Health care networks are increasingly turning to programs that provide office-based care coordination to high-cost, high-need patients to control preventable health care costs. […]

Predicting Provider Workload Using Predicted Patient Risk Score and Social Determinants of Health in Primary Care Setting

Abstract Background Provider burnout due to workload is a significant concern in primary care settings. Workload for primary care providers encompasses both scheduled visit care […]

Hip Fractures in Adults with Schizophrenia: A Population-based Evaluation of the Burden and Quality of Care

Abstract Hip fractures have life-altering consequences. Individuals with schizophrenia may experience a higher likelihood of hip fractures, worse postfracture outcomes, and suboptimal care. This thesis […]

Health Care Utilization among Adult Survivors of Childhood and Adolescent Cancer in Ontario

Abstract Survivors of childhood and adolescent cancers are at increased risk for late effects including subsequent cancer, cardiotoxicities, and poor psychosocial health. Few studies have […]

Differences in use of telemedicine integrated into traditional primary health care – a comparative observational study

Abstract Telemedicine in primary health care is expected to address many of the issues currently challenging service delivery. However, the impact and effect will depend […]

Medicare telehealth utilization by Rural Health Clinics and Federally Qualified Health Centers prior to and during the COVID-19 pandemic

Abstract Purpose To address the extent to which Federally Qualified Health Centers (FQHCs) and independent and provider-based Rural Health Clinics (RHCs) were using telehealth prior […]

Combining Patient Survey Data With Diagnosis Codes Improved Medicare Advantage Risk-Adjustment Accuracy

Abstract Under the current Medicare Advantage (MA) risk-adjustment system, plans are incentivized to report diagnosis codes on enrollees’ medical claims reflecting additional and more severe […]

Latent Class Analysis of Social Needs in Medicaid Population and Its Impact on Risk Adjustment Models

Abstract Background: A growing number of US states are implementing programs to address the social needs (SNs) of their Medicaid populations through managed care contracts. […]

Validity of the Johns Hopkins Adjusted Clinical Groups system on the utilisation of healthcare services in Norway: a retrospective crosssectional study

Abstract Background The Adjusted Clinical Groups (ACG) System is a validated electronic risk stratification system. However, there is a lack of studies on the association […]

Creating a Cost-map From Claims Data to Guide Improvement Actions for Children With Asthma

Abstract Purpose It is difficult to reduce cost and improve quality without knowledge pertaining to the distribution of expenses in the population in question. We […]

Association of State Insulin Out-of-Pocket Caps With Insulin Cost-Sharing and Use Among Commercially Insured Patients With Diabetes: A Pre–Post Study With a Control Group

Abstract Background Twenty-five states have implemented insulin out-of-pocket (OOP) cost caps, but their effectiveness is uncertain. Objective To examine the effect of state insulin OOP […]

Changing patterns of multimorbidity among patients with ambiguous diagnoses: The case of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome

Abstract Introduction Increased attention has been given to multimorbidity. This phenomenon often has been explored through associations between diseases based on the frequency of combinations […]