National Healthcare Quality and Disparities Report
Latest available findings on quality of and access to health care
Data
- Data Infographics
- Data Visualizations
- Data Tools
- Data Innovations
- All-Payer Claims Database
- Healthcare Cost and Utilization Project (HCUP)
- Medical Expenditure Panel Survey (MEPS)
- AHRQ Quality Indicator Tools for Data Analytics
- State Snapshots
- United States Health Information Knowledgebase (USHIK)
- Data Sources Available from AHRQ
Search All Research Studies
Topics
- Access to Care (4)
- (-) Behavioral Health (18)
- Care Management (1)
- Children/Adolescents (2)
- Chronic Conditions (1)
- Community-Based Practice (1)
- Depression (2)
- Diabetes (1)
- Disparities (1)
- Elderly (1)
- Emergency Department (2)
- Evidence-Based Practice (1)
- Healthcare Cost and Utilization Project (HCUP) (1)
- Healthcare Delivery (1)
- Healthcare Utilization (2)
- Health Information Technology (HIT) (3)
- Hepatitis (1)
- Human Immunodeficiency Virus (HIV) (1)
- Implementation (1)
- Medical Expenditure Panel Survey (MEPS) (1)
- Medication (7)
- Opioids (7)
- Outcomes (1)
- Patient-Centered Healthcare (1)
- Patient Adherence/Compliance (1)
- Primary Care (4)
- Racial and Ethnic Minorities (1)
- Risk (1)
- Rural/Inner-City Residents (3)
- (-) Rural Health (18)
- Substance Abuse (10)
- Telehealth (3)
- Training (2)
- Urban Health (1)
- Vulnerable Populations (1)
- Women (2)
AHRQ Research Studies
Sign up: AHRQ Research Studies Email updates
Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
Results
1 to 18 of 18 Research Studies DisplayedRains A, Sibley AL, Levander XA
"I would do anything but that": attitudes towards sex work among rural people who use drugs.
This study explored how people who use drugs in rural counties across the United States appraise sex work by themselves or other community members. The authors used qualitative interview data that came from the Rural Opioid Initiative (ROI), a project coordinated by research teams across 65 rural counties in 10 states. These interviews were individual and conducted from 2018 to 2020, with all participants reporting past 30-day opioid use and/or any injection drug use. Across sites, 355 interviews were conducted with a mean participant age of 36, 55% male, and 93% white. Negative attitudes were expressed towards sex work as a function of its criminal-legal repercussions or was framed as morally transgressive. Many appraisals were gendered, with the behavior described as being “easier” for women who were often described as "whores," with more neutral terms used to describe men. Some participants viewed sex work as an implicit “exchange” for drugs.
AHRQ-funded; HS026370.
Citation: Rains A, Sibley AL, Levander XA .
"I would do anything but that": attitudes towards sex work among rural people who use drugs.
Int J Drug Policy 2023 Dec; 122:104237. doi: 10.1016/j.drugpo.2023.104237..
Keywords: Rural Health, Vulnerable Populations, Substance Abuse, Behavioral Health
Efird CR, Barrington c, Metzl JM
"We grew up in the church": a critical discourse analysis of Black and White rural residents' perceptions of mental health.
This study’s purpose was to explore how the racialized social system potentially contributes to the mental health beliefs and attitudes of racially majoritized and minoritized rural residents. The authors conducted a secondary analysis of 29 health-focused oral history interviews from Black American (n = 16) and White American (n = 13) adults in rural North Carolina. They found nuanced discourses linked to three mental-health-related topics: mental illness, stressors, and coping. White rural residents tended to have condemning discourses that illustrated their beliefs about mental illnesses were rooted in meritocratic notions of individual choice and personal responsibility. On the other hand, Black residents offered compassionate discourses toward those who experience mental illness, and they described how macro-level mechanisms can affect individual well-being. Stressors for White residents differ from Black residents with White residents primarily concerned about perceived social changes and Black residents referencing experiences of interpersonal and structure racism. Both Black and White residents found social support from involvement in their respective religious organizations as help for coping, but only Black residents signified that a personal relationship with a higher ower was an essential positive coping mechanism.
AHRQ-funded; HS000032.
Citation: Efird CR, Barrington c, Metzl JM .
"We grew up in the church": a critical discourse analysis of Black and White rural residents' perceptions of mental health.
Soc Sci Med 2023 Nov; 336:116245. doi: 10.1016/j.socscimed.2023.116245..
Keywords: Racial and Ethnic Minorities, Rural Health, Rural/Inner-City Residents, Behavioral Health
Bridges NC, Taber R, Foulds AL
Medications for opioid use disorder in rural primary care practices: patient and provider experiences.
This study’s purpose was to gain a better understanding of the barriers and facilitators operating at multiple levels to access or provide medications for opioid use disorder (MOUD) in rural Pennsylvania. The authors interviewed patients and providers who were involved in the Rural Access to Medication Assisted Treatment in Pennsylvania (RAMP) Project, which facilitated adoption of MOUD in rural primary care clinics. The study conducted 35 semi-structured interviews with MOUD patients and MOUD providers participating in RAMP. The interviews were coded by the study team. Themes from the qualitative interviews were organized in five nested levels: individual, interpersonal, health care setting, community, and public policy. Patients and providers agreed on many barriers (such as lack of providers, lack of transportation, insufficient rapport and trust in patient-provider relationship, and cost, etc.); however, their interpretation of the barrier, or indicated solution, diverged in meaningful ways. Patients described their experiences in broad terms pointing to the social determinants of health while providers focused on their professional roles, responsibilities, and operations within the primary care setting.
AHRQ-funded; HS025072.
Citation: Bridges NC, Taber R, Foulds AL .
Medications for opioid use disorder in rural primary care practices: patient and provider experiences.
J Subst Use Addict Treat 2023 Nov; 154:209133. doi: 10.1016/j.josat.2023.209133..
Keywords: Rural Health, Rural/Inner-City Residents, Opioids, Medication, Substance Abuse, Behavioral Health, Primary Care
Button D, Levander XA, Cook RR
Substance use disorder treatment and technology access among people who use drugs in rural areas of the United States: a cross-sectional survey.
This study evaluated how technology access (cell phone use and access to the Internet) affected substance use disorder (SUD) treatment prior to COVID-19 for people who use drugs in rural areas. The authors used data from the Rural Opioid Initiative (January 2018-March 2020), which was a cross-sectional study of people with prior 30-day injection drug or nonprescribed opioid use from rural areas of 10 states. They found that out of 3,026 participants, 71% used heroin and 76% used methamphetamine with 35% having no cell phone and 10% having no prior 30-day Internet use. Having both a cell phone and the internet was associated with increased days of medication for opioid use disorder (MOUD) use and a higher likelihood of SUD counseling in the prior 30 days. Lack of cell phone was associated with decreased days of MOUD and a lower likelihood of prior 30-day SUD counseling.
AHRQ-funded; HS026370.
Citation: Button D, Levander XA, Cook RR .
Substance use disorder treatment and technology access among people who use drugs in rural areas of the United States: a cross-sectional survey.
J Rural Health 2023 Sep; 39(4):772-79. doi: 10.1111/jrh.12737..
Keywords: Substance Abuse, Behavioral Health, Rural Health, Telehealth, Health Information Technology (HIT), Opioids, Rural/Inner-City Residents
Eiraldi R, McCurdy BL, Khanna MS
Development and evaluation of a remote training strategy for the implementation of mental health evidence-based practices in rural schools: pilot study protocol.
This paper describes a pilot study protocol to develop and evaluate a remote training strategy for the implementation of mental health evidence-based practices (EBPs) in rural schools. Rural schools are increasingly implementing multi-tier positive behavioral interventions and supports (PBIS) to address school-climate problems. The study will use a mixed-methods approach for the development of the training platform, and a hybrid type 2, pilot randomized controlled trial to examine the implementation and student outcomes of two training strategies: Remote Video vs. Remote Video plus Coaching. The EPBs will be evaluated on appropriateness, feasibility, acceptability, usability, and preliminary student outcomes of the two online training strategies for the implementation of EPBs at PBIS Tier 2.
AHRQ-funded; HS027755.
Citation: Eiraldi R, McCurdy BL, Khanna MS .
Development and evaluation of a remote training strategy for the implementation of mental health evidence-based practices in rural schools: pilot study protocol.
Pilot Feasibility Stud 2022 Jun 17;8(1):128. doi: 10.1186/s40814-022-01082-4..
Keywords: Children/Adolescents, Behavioral Health, Evidence-Based Practice, Rural Health, Training
Bunting AM, Dickson M, Staton M
Polysubstance use and re-incarceration in the 12-months after release from jail: a latent transition analysis of rural Appalachian women.
The purpose of this study was to: 1) identify the patterns of polysubstance use of rural Appalachian justice-involved women, 2) examine how women's participation in polysubstance use changed in the 12-months after initial release from jail, and 3) determine if changes in women's substance use patterns were correlated with re-incarceration during the 12-months of follow-up after release. The researchers randomly recruited 339 women with a recent history of substance use from three rural jails, and analyzed their substance use from baseline (in jail) to 6 and 12-months. The study found three latent classes: High Polysubstance/injection drug use (IDU) (36.3% baseline), Opioid/Benzo (Benzodiazepine) Involved Polysubstance Use (57.3% baseline), and Low Use (6.4% baseline). After release, and especially in the first 6 months, women transitioned to latent classes of reduced substance use and/or reduced injection drug use. Women who were re-incarcerated during follow-up were likely to remain engaged in, or transition to, the High Polysubstance/IDU class. The researchers concluded that a crucial period for changes in substance use lies in the six-months post-release.
AHRQ-funded; HS026120.
Citation: Bunting AM, Dickson M, Staton M .
Polysubstance use and re-incarceration in the 12-months after release from jail: a latent transition analysis of rural Appalachian women.
Am J Drug Alcohol Abuse 2022 May 4;48(3):356-66. doi: 10.1080/00952990.2021.1995402..
Keywords: Substance Abuse, Behavioral Health, Rural Health, Women
Holtrop JS, Mullen R, Curcija K
The balance between serving the community and the reality of treating opioid use disorder in rural primary care practices.
The purpose of this qualitative study was to investigate clinician and staff perceptions related to medication assisted treatment (MAT) for opioid use disorder, particularly buprenorphine treatment, in rural primary care practices. Staff members from rural 42 practices were interviewed. Although there was almost no provision of MAT, policies and procedures to reduce opioid prescribing were usually in place and many practices expressed interest in learning more to help their patients and local communities.
AHRQ-funded; HS025056.
Citation: Holtrop JS, Mullen R, Curcija K .
The balance between serving the community and the reality of treating opioid use disorder in rural primary care practices.
J Health Care Poor Underserved 2022; 33(1):253-67. doi: 10.1353/hpu.2022.0019..
Keywords: Opioids, Substance Abuse, Behavioral Health, Primary Care, Rural Health, Medication
Curcija K, Zittleman L, Fisher M
Does a rural community-based intervention improve knowledge and attitudes of opioid use disorder and medication-assisted treatment? A report from the IT MATTTRs study.
As part of the Implementing Technology and Medication Assisted Treatment Team Training in Rural Colorado study, this paper describes the implementation of community-based interventions developed by rural community members and researchers to increase awareness and to promote positive attitudes toward medication-assisted treatment (MAT) for opioid use disorder (OUD) and explores changes in community members' OUD and MAT knowledge and beliefs. Findings showed that partnering with local community members resulted in the successful development and implementation of community-based interventions, exposure to which was associated with OUD knowledge and beliefs. Locally-created interventions should be included in comprehensive approaches to stem the OUD epidemic.
AHRQ-funded; HS025065.
Citation: Curcija K, Zittleman L, Fisher M .
Does a rural community-based intervention improve knowledge and attitudes of opioid use disorder and medication-assisted treatment? A report from the IT MATTTRs study.
J Rural Health 2022 Jan;38(1):120-28. doi: 10.1111/jrh.12545..
Keywords: Opioids, Substance Abuse, Behavioral Health, Medication, Rural Health
Zittleman L, Curcija K, Nease DE
Increasing capacity for treatment of opioid use disorder in rural primary care practices.
Evidence supports treatment for opioid use disorder (OUD) with buprenorphine in primary care practices (PCPs). Barriers that slow implementation of this treatment include inadequately trained staff. This study aimed to increase the number of rural PCPs providing OUD treatment with buprenorphine. This evaluation described the impact of a practice team training on the implementation and delivery of OUD treatment with buprenorphine in PCPs of rural Colorado.
AHRQ-funded; HS025065.
Citation: Zittleman L, Curcija K, Nease DE .
Increasing capacity for treatment of opioid use disorder in rural primary care practices.
Ann Fam Med 2022 Jan-Feb;20(1):18-23. doi: 10.1370/afm.2757..
Keywords: Opioids, Rural Health, Primary Care, Substance Abuse, Behavioral Health, Training, Implementation, Medication
Sun N, Hua CL, Qiu X
Urban and rural differences in trajectories of depressive symptoms in later life in the United States.
This research had two primary goals: to examine the relationship between urban residence and trajectories of depressive symptoms and to investigate whether this relationship differs by social isolation and loneliness. The investigators conducted latent growth curve analysis to predict both baseline and trajectories of depression based on urban or rural residency. Findings of this study served to better understand how social and geographic contexts shaped long-term well-being of older adults.
AHRQ-funded; HS000011.
Citation: Sun N, Hua CL, Qiu X .
Urban and rural differences in trajectories of depressive symptoms in later life in the United States.
J Appl Gerontol 2022 Jan;41(1):148-57. doi: 10.1177/0733464820972527..
Keywords: Elderly, Rural Health, Depression, Behavioral Health
Hoffmann JA, Hall M, Lorenz D
Emergency department visits for suicidal ideation and self-harm in rural and urban youths.
The authors sought to compare emergency department (ED) visit rates for suicidal ideation and/or self-harm among youth by urban-rural location of residence. Data was taken from the Nationwide Emergency Department Sample. They found that, compared with youths living in urban areas, youths living in rural areas had higher ED visit rates for self-harm, including self-inflicted firearm injuries. The researchers recommended preventive approaches for self-harm based in community and ED settings in order to help address these differences.
AHRQ-funded; HS026385.
Citation: Hoffmann JA, Hall M, Lorenz D .
Emergency department visits for suicidal ideation and self-harm in rural and urban youths.
J Pediatr 2021 Nov;238:282-89.e1. doi: 10.1016/j.jpeds.2021.07.013..
Keywords: Healthcare Cost and Utilization Project (HCUP), Children/Adolescents, Emergency Department, Behavioral Health, Rural Health, Urban Health, Healthcare Utilization
Salvador JG, Bhatt SR, Jacobsohn VC
Feasibility and acceptability of an online ECHO intervention to expand access to medications for treatment of opioid use disorder, psychosocial treatments and supports.
This study examined acceptability and feasibility of an online Extensions for Community Healthcare Outcomes (ECHO) model intervention developed to support rural primary care clinics to expand treatment and is part of a larger study tracking the impact of participation in this ECHO on expansion of medications for opioid use disorder (MOUD) in rural primary care. Using qualitative interviews and post-session questionnaires across 27 rural clinics in New Mexico, findings suggested evidence of feasibility and acceptability of MOUD ECHO to support expansion of this treatment.
AHRQ-funded; HS025345.
Citation: Salvador JG, Bhatt SR, Jacobsohn VC .
Feasibility and acceptability of an online ECHO intervention to expand access to medications for treatment of opioid use disorder, psychosocial treatments and supports.
Subst Abus 2021;42(4):610-17. doi: 10.1080/08897077.2020.1806184..
Keywords: Opioids, Substance Abuse, Behavioral Health, Medication, Access to Care, Rural Health, Primary Care, Patient-Centered Healthcare
Kolak MA, Chen YT, Joyce S
Rural risk environments, opioid-related overdose, and infectious diseases: a multidimensional, spatial perspective.
The authors adapted a risk environment framework to characterize rural southern Illinois and to describe the relations of risk environments, opioid-related overdose, HIV, Hepatitis C, and sexually transmitted infection rates between 2015 and 2017. They identified pervasive risk hotspots in more populated locales with higher rates of overdose and HCV incidence, whereas emerging risk areas were isolated to more rural locales that had experienced an increase in analgesic opiate overdoses and generally lacked harm-reduction resources. They also found that at-risk areas were characterized with underlying socioeconomic vulnerability but in differing ways, reflecting a nuanced and shifting structural risk landscape.
AHRQ-funded; HS022433.
Citation: Kolak MA, Chen YT, Joyce S .
Rural risk environments, opioid-related overdose, and infectious diseases: a multidimensional, spatial perspective.
Int J Drug Policy 2020 Nov;85:102727. doi: 10.1016/j.drugpo.2020.102727..
Keywords: Rural Health, Opioids, Substance Abuse, Medication, Hepatitis, Risk, Behavioral Health
Kirby JB, Zuvekas SH, Borsky AE
AHRQ Author: Kirby JB, Zuvekas SH, Borsky AE, Ngo-Metzger Q.
Rural residents with mental health needs have fewer care visits than urban counterparts.
This analysis compared the number of adults with mental health needs living in rural areas compared to those in urban areas. A nationally representative sample of adults showed that there were fewer ambulatory mental health visits for rural residents, even with those already on prescription medications for mental health conditions.
AHRQ-authored.
Citation: Kirby JB, Zuvekas SH, Borsky AE .
Rural residents with mental health needs have fewer care visits than urban counterparts.
Health Aff 2019 Dec;38(12):2057-60. doi: 10.1377/hlthaff.2019.00369..
Keywords: Medical Expenditure Panel Survey (MEPS), Behavioral Health, Rural Health, Access to Care, Healthcare Utilization
Vakkalanka JP, Harland KK, Wittrock A
Telemedicine is associated with rapid transfer and fewer involuntary holds among patients presenting with suicidal ideation in rural hospitals: a propensity matched cohort study.
The purpose of this retrospective propensity-matched cohort study was to evaluate the impact of telemedicine in clinical management and patient outcomes of patients presenting to rural critical access hospital emergency departments (EDs) with suicidal ideation or attempt. The authors suggest that the role of telemedicine in influencing access, quality and efficiency of care in underserved rural hospitals is critically important as these networks become more prevalent in rural healthcare environments.
AHRQ-funded; HS025753.
Citation: Vakkalanka JP, Harland KK, Wittrock A .
Telemedicine is associated with rapid transfer and fewer involuntary holds among patients presenting with suicidal ideation in rural hospitals: a propensity matched cohort study.
J Epidemiol Community Health 2019 Nov;73(11):1033-39. doi: 10.1136/jech-2019-212623..
Keywords: Telehealth, Rural Health, Access to Care, Behavioral Health, Health Information Technology (HIT), Healthcare Delivery, Care Management, Outcomes, Emergency Department
Andreae SJ, Andreae LJ, Cherrington AL
Development of a community health worker-delivered cognitive behavioral training intervention for individuals with diabetes and chronic pain.
The investigators presented an iterative developmental approach to cognitive behavioral therapy (CBT) that combined program adaptation, pretesting, and community health workers (CHW) training processes for a CBT-based diabetes self-care program for individuals living with diabetes and chronic pain.
AHRQ-funded; HS019239.
Citation: Andreae SJ, Andreae LJ, Cherrington AL .
Development of a community health worker-delivered cognitive behavioral training intervention for individuals with diabetes and chronic pain.
Fam Community Health 2018 Jul/Sep;41(3):178-84. doi: 10.1097/fch.0000000000000197.
.
.
Keywords: Behavioral Health, Chronic Conditions, Community-Based Practice, Diabetes, Rural Health
Stringer KL, Azuero A, Ott C
Feasibility and acceptability of real-time antiretroviral adherence monitoring among depressed women living with HIV in the deep south of the US.
The purpose of this study was to present feasibility and acceptability data on the use of an electronic adherence monitor (EAM) among African American women in remote areas of the Southeastern United States with HIV and co-occurring depression. EAM and self-reported antiretroviral therapy (ART) adherence was monitored among 25 participants recruited at four HIV clinics in Alabama. Intra-class correlation showed a low degree of concordance between EAM and self-reported adherence. 83% of data collected via EAM was transmitted in real-time; the remainder was delayed though technological failures or was lost entirely. The authors conclude that EAM monitoring is feasible in a rural US setting but that technological difficulties may impede the device's usefulness for just-in-time adherence interventions.
AHRQ-funded; HS013852.
Citation: Stringer KL, Azuero A, Ott C .
Feasibility and acceptability of real-time antiretroviral adherence monitoring among depressed women living with HIV in the deep south of the US.
AIDS Behav 2018 May;23(5):1306-14. doi: 10.1007/s10461-018-2322-z..
Keywords: Depression, Health Information Technology (HIT), Human Immunodeficiency Virus (HIV), Medication, Behavioral Health, Patient Adherence/Compliance, Rural Health, Telehealth, Women
Davis MM, Spurlock M, Dulacki K
Disparities in alcohol, drug use, and mental health condition prevalence and access to care in rural, isolated, and reservation areas: Findings from the South Dakota Health Survey.
The authors studied alcohol, drug use, and mental health (ADM) condition prevalence and access to care across diverse geographies in a predominantly rural state. They concluded that geographic disparities in ADM conditions are related to differences in access as opposed to prevalence, particularly for individuals in isolated and reservation areas.
AHRQ-funded; HS022981.
Citation: Davis MM, Spurlock M, Dulacki K .
Disparities in alcohol, drug use, and mental health condition prevalence and access to care in rural, isolated, and reservation areas: Findings from the South Dakota Health Survey.
J Rural Health 2016 Jun;32(3):287-302. doi: 10.1111/jrh.12157.
.
.
Keywords: Disparities, Behavioral Health, Rural Health, Access to Care, Substance Abuse