Mental Health Disability Research Articles

Predicting Risk of Heroin Overdose, Remission, Use, and Mortality Using Ensemble Learning Methods in a Cohort of People with Heroin Dependence

AbstractDespite decades of research demonstrating the effectiveness of treatments for heroin dependence, rates of heroin use, dependence, and death have dramatically increased over the past decade. While evidence has highlighted a range of risk and protective factors for relapse, remission, and other outcomes, this presents clinicians with the challenge as to how to synthesise and integrate the evolving evidence-base to guide clinical decision-making and facilitate the provision of personalised healthcare. Using data from the 11-year follow-up of the Australian Treatment Outcome Study (ATOS), we aimed to develop a clinical risk prediction model to assist clinicians calculate the risk of a range of heroin-related outcomes at varying follow-up intervals for their clients based on known risk factors. Between 2001 and 2002, 615 people with heroin dependence were recruited as part of a prospective longitudinal cohort study. An ensemble machine learning approach was applied to predict risk of heroin use, remission, overdose, and mortality at 1-, 5-, and 10 + year post-study entry. Variables most consistently ranked in the top 10 in terms of their level of importance across outcomes included age; age first got high, used heroin, or injected; sexual trauma; years of school completed; prison history; severe mental health disability; past month criminal involvement; and past month benzodiazepine use. This study provides clinically relevant information on key risk factors associated with heroin use, remission, non-fatal overdose, and mortality among people with heroin dependence, to help guide clinical decision-making in the selection and tailoring of interventions to ensure that the ‘right treatment’ is delivered to the ‘right person’ at the ‘right time’.

Mental health problems, sleep quality and overuse injuries in advanced Swedish rock-climbers – the CLIMB study

ObjectivesTo examine the prevalence of mental health problems (depression, anxiety, and stress), sleep quality, and disability due to overuse injuries in advanced and elite rock-climbers. The rock-climbers were compared to a group of non-climbing controls.MethodsA self-selected sample of advanced and elite Swedish rock-climbing athletes was recruited through the Swedish Rock-climbing Federation, local rock-climbing gyms and through social media. A control group, matched in size was recruited. Participants in the control group answered an online survey of validated questionnaires, examining symptoms of stress, anxiety, depression, sleep quality. The climbing participants answered the same survey as the non-climbing controls but with additional questions regarding musculoskeletal problems and disabilities related to these. Outcome measures used were the Depression Anxiety Stress Scale, Pittsburgh Sleep Quality Index and The Oslo Sports Trauma Research Center Overuse Injury Questionnaire.ResultsA total of 183 participants were included in the rock-climbing group, and 180 participants in the control group. In the rock-climbing group the mean age (SD) was 28.2 (8.3) years among women and 30.5 (9.6) years in men. The mean BMI of women was 21.2 (2.2) and 22.8 (2.1) in men. A total of 30.6% of the rock-climbing group (26.7% of men, 35.9% of women) reported at least moderate levels of symptoms of depression and 23.1% (17.2% men, 30.8% women) at least moderate levels of symptoms of anxiety. A total of 48.4% of rock-climbers (39.1% men, and 61.6% women) reported at least moderate levels of symptoms of stress. Among the rock-climbers, 45.0% reported having poor sleep quality. There were no statistical significant differences (p = 0.052–0.96) in mental health problems or sleeping problems between the rock-climbers and the controls. Among rock-climbers, reports of one-week prevalence of injury related problems was: Finger and hand (49.5%), Shoulder (35.2%), Knee (29.1%), Lumbar back (26.4%), Arm (25.3%), Thoracic back and neck (17.0%), and Foot and lower leg (12.1%).ConclusionThe overall results indicate high levels of symptoms of mental health problems and poor sleep quality in both rock-climbers and controls. Although no significant differences between the climbing group and the control group was displayed, symptoms that warrant clinical attention is high. Overuse injuries were commonly reported among the rock-climbers in all examined injury locations. Previous studies reporting mental health problems to be more prevalent among athletes were contradicted in this study. The results display the need for a broader perspective regarding climbers general health and the need to provide structured care and adequate support in order to come to terms with these concerns.

Minnesota city used anti‐crime laws against people with MI

Last year, a federal investigation found that Anoka, a suburb of Minneapolis, illegally discriminated against residents with mental health disabilities by giving landlords weekly reports, over five years, revealing personal medical information of renters who received multiple emergency calls to their homes, the Associated Press (AP) reported on Feb. 4. In at least 780 cases, the city also shared details about mental health crises and even how people had tried to kill themselves, all under the guise of enforcing an ordinance designed to deter crime and eliminate public nuisances, the U.S. Department of Justice said. City laws like those used in Anoka — among hundreds of ordinances enacted across the U.S. since the 1990s — have long drawn criticism for unfairly targeting poorer neighborhoods and communities of color, the AP reported. Now they are under scrutiny as sources of mental health discrimination. “It's horrific,” said Elizabeth Sauer, an attorney for Central Minnesota Legal Services, which serves low‐income people. “Can you imagine having the most intimate details of your life just broadcast to every landlord in the city you live in?” Anoka's “crime‐free” ordinance was enacted in 2016 and at the time, city council members said they were fighting crime and making neighborhoods safer. Reported crimes in Anoka dropped by 57% from 2016 through 2022, according to FBI statistics, though crime rates were falling before then. Last year, Maryland prohibited landlords from evicting tenants over the number of emergency calls to their addresses and prohibited cities and counties from penalizing landlords for emergency calls. A California law that took effect on Jan. 1 greatly limits cities' use of such ordinances and advocates expect a push for similar legislation in Illinois and Minnesota. While proponents of such ordinances have argued that they protect people who live in fear, critics have said that rethinking them is necessary to stem cycles of homelessness that many with mental illness face. Housing advocates point to tenant unions and tenant‐run housing cooperatives as ways to mitigate the issues that nuisance laws are intended to target.

Supported employment as a global mental health intervention.

The global health community has recognized that social determinants of health account for most of the inequities of health outcomes, including mental health outcomes, across and within countries. Strategies to overcome such inequities must focus on modifiable social factors. In this viewpoint, we argue for the preeminence of employment among social determinants of mental health for several reasons. People with mental health disabilities want to work, and a well-validated model of supported employment that is effective and cost-effective now exists. Employment leads to improvements in income, daily structure, self-esteem, social support, community integration and illness management, and people who are employed experience fewer emergencies and hospitalizations. Employment is empowering because people can use added income to activate their own choices regarding other social determinants. Supported employment actualizes the recovery paradigm: People who are employed in competitive jobs of their choice develop a meaningful functional life, increased self-esteem and new social supports. We provide examples of supported employment developments in diverse settings and discuss the implications of scaling up these services worldwide.

Evaluation of oral health education programs among patients with schizophrenia in India: An interventional study.

Schizophrenia is a mental disease that can drastically affect oral health. Hence, this remains a significant factor that affects oral health-related quality of life (OHRQoL). Assessing the OHRQoLin schizophrenic patients is one of the primary needs. The oral health impact profile is an impressive range of instruments that assesses the impact of oral conditions on well-being and quality of life. A 100 schizophrenic individuals were randomly selected from the Psychiatry Department of Government Hospital, Patna, Bihar, India, and grouped into two groups: (a) Group I with.group-based sessions and (b) Group II with one-on-one interactions. Inclusion criteria: (a) Individuals who received the clinical confirmatory diagnosis of schizophrenia, (b) Patients who regularly reported to the psychologist for periodic evaluation, and (c) Patients who could follow instructions. Exclusion criteria: (a) Patients or their caregivers who were unwilling to participate in the study, (b) Patients with any other mental health disability other than schizophrenia, (c) Patients with muscular or nervous system disorders, and (d) Patients who could not follow instructions. Patients were educated on the modified Bass technique, and mean ± standard deviation plaque scores were compared at the baseline and after 12 weeks of intervention. Statistical analysis was performed using the Chi-square analytical test and paired "t-test." Statistically significant differences were observed in plaque scores in both groups (P < 0.001). Educational training tools help in improving oral health in schizophrenic patients.

Evaluating the nutrition and body mass index clinical link pathway in mental health and learning disability services: A mixed-methods study.

This research involved an evaluation of the Nutrition and Body Mass Index Clinical Link Pathway (NBMI CLiP) implemented in practice across Severe Mental Illness and/or learning disabilities ward in Tees, Esk and Wear Valleys NHS Foundation Trust (TEWV), to understand how the NBMI CLiP is used, inpatient staff feedback on the CLiP for supporting service users to manage their weight, and whether using the NBMI CLiP impacted on staffs' own weight management. To account for the uneven distribution of the secondary data, descriptive statistics such as medians and the inter-quartile range were conducted to assess anychanges in recording of Body Mass Index, nutrition screening (SANSI) and intervention planss. Staff survey data investigated barriers and facilitators to using the NBMI CLiP in practice and the impact on their own weight management. Secondary data analysis found most wards improved recording of BMI, SANSI and Intervention Planning. Forensic Learning Disabilities, Adult Learning Disabilities, mixed gender wards and North Yorkshire and York Operational Directorate indicated the greatest improvement. Survey results (n = 55) found three times as many participants (n = 12, 75%) found the NBMI CLiP easy or very easy to use; most fully understood it (n = 13, 81.20%) and were confident or very confident to carry out a SANSI Screen (n = 14, 87.50%) or a recovery focused intervention plan (n = 9, 56.20%). Open-text responses, analysed using content analysis, indicated a need for further training of staff on the NBMI CLiP. It is recommended that to support weight management across these wards, that a nudge or choice architecture approach to weight management is adopted, supported by training delivered by a dietitian.

The influence of mental health on early outcomes following total hip arthroplasty.

Poor mental health is difficult to recognize and as a result, its association with recovery from total joint arthroplasty is difficult to assess. The purpose of this study was to investigate the relationship between overall mental health scores and outcomes in the early postoperative period following unilateral total hip arthroplasty (THA). This is a retrospective review of prospectively collected data involving 142 patients who underwent primary unilateral THA. Independent variables included patient demographics and preoperative Patient-Reported Outcomes Measurement Information System (PROMIS), Global Physical Health (GPH) and Global Mental Health (GMH) and Hip Disability and Osteoarthritis Outcome Score, Joint Replacement (HOOS JR) scores as well as diagnoses of depression or anxiety. Dependent variables included length of stay (LOS), disposition at discharge, narcotic consumption until discharge, 6-week postoperative GPH, GMH and HOOS JR scores and magnitude of change compared to preoperative scores. Preoperative GMH and postoperative outcomes were compared using Pearson correlation coefficient, independent t-tests, Pearson's Chi-Square test, and univariate logistic regression. Patients with preoperative GMH scores below the 25% quartile were less likely to be discharged home and resulted in lower GPH, GMH and HOOS JR scores at 6-week follow-up compared to patients with preoperative GMH scores in the top 25% quartile. However, patients with low preoperative GMH scores demonstrated a greater magnitude of improvement in both the GPH and GMH scores compared to patients in the top 25% quartile. There was no difference in opioid consumption or LOS between either groups. When comparing patients with and without depression/anxiety, no difference was seen in any of the outcomes measured. Unilateral THA offers significant improvements in both physical and mental function to patients with hip osteoarthritis and poor mental health, though overall scores remain lower than in those with better mental health.

Disparities in Preoperative Goals of Care Documentation in Veterans

Preoperative goals of care discussion and documentation are important for patients undergoing surgery, a major health care stressor that incurs risk. To assess the association of race, ethnicity, and other factors, including history of mental health disability, with disparities in preoperative goals of care documentation among veterans. This retrospective cross-sectional study assessed data from the Veterans Healthcare Administration (VHA) of 229 737 veterans who underwent surgical procedures between January 1, 2017, and October 18, 2022. Patient-level (ie, race, ethnicity, medical comorbidities, history of mental health comorbidity) and system-level (ie, facility complexity level) factors. Preoperative life-sustaining treatment (LST) note documentation or no LST note documentation within 30 days prior to or on day of surgery. The standardized mean differences were calculated to assess the magnitude of differences between groups. Odds ratios (ORs) and 95% CIs were estimated with logistic regression. In this study, 13 408 patients (5.8%) completed preoperative LST from 229 737 VHA patients (209 123 [91.0%] male; 20 614 [9.0%] female; mean [SD] age, 65.5 [11.9] years) who received surgery. Compared with patients who did complete preoperative LST, patients tended to complete preoperative documentation less often if they were female (19 914 [9.2%] vs 700 [5.2%]), Black individuals (42 571 [19.7%] vs 2416 [18.0%]), Hispanic individuals (11 793 [5.5%] vs 631 [4.7%]), or from rural areas (75 637 [35.0%] vs 4273 [31.9%]); had a history of mental health disability (65 974 [30.5%] vs 4053 [30.2%]); or were seen at lowest-complexity (ie, level 3) facilities (7849 [3.6%] vs 78 [0.6%]). Over time, despite the COVID-19 pandemic, patients undergoing surgical procedures completed preoperative LST increasingly more often. Covariate-adjusted estimates of preoperative LST completion demonstrated that patients of racial or ethnic minority background (Black patients: OR, 0.79; 95% CI, 0.77-0.80; P <.001; patients selecting other race: OR, 0.78; 95% CI, 0.74-0.81; P <.001; Hispanic patients: OR, 0.78; 95% CI, 0.76-0.81; P <.001) and patients from rural regions (OR, 0.91; 95% CI, 0.90-0.93; P <.001) had lower likelihoods of completing LST compared with patients who were White or non-Hispanic and patients from urban areas. Patients with any mental health disability history also had lower likelihood of completing preoperative LST than those without a history (OR, 0.93; 95% CI, 0.92-0.94; P = .001). In this cross-sectional study, disparities in documentation rates within a VHA cohort persisted based on race, ethnicity, rurality of patient residence, history of mental health disability, and access to high-volume, high-complexity facilities.

Stakeholders' Perspectives, Needs, and Barriers to Self-Management for People With Physical Disabilities Experiencing Chronic Conditions: Focus Group Study.

While self-management programs have had significant improvements for individuals with chronic conditions, less is known about the impact of self-management programs for individuals with physical disabilities who experience chronic conditions, as no holistic self-management programs exist for this population. Similarly, there is limited knowledge of how other stakeholders, such as caregivers, health experts, and researchers, view self-management programs in the context of disability, chronic health conditions, and assistive technologies. This study aimed to obtain insight into how stakeholders perceive self-management relating to physical disability, chronic conditions, and assistive technologies. Nine focus groups were conducted by 2 trained facilitators using semistructured interview guides. Each guide contained questions relating to stakeholders' experiences, challenges with self-management programs, and perceptions of assistive technologies. Focus groups were audio recorded and transcribed. Thematic analysis was conducted on the focus group data. A total of 47 individuals participated in the focus groups. By using a constructivist grounded approach and inductive data collection, three main themes emerged from the focus groups: (1) perspectives, (2) needs, and (3) barriers of stakeholders. Stakeholders emphasized the importance of physical activity, mental health, symptom management, medication management, participant centeredness, and chronic disease and disability education. Participants viewed technology as a beneficial aide to their daily self-management and expressed their desire to have peer-to-peer support in web-based self-management programs. Additional views of technology included the ability to access individualized, educational content and connect with other individuals who experience similar health conditions or struggle with caregiving duties. The findings suggest that the development of any web-based self-management program should include mental health education and resources in addition to physical activity content and symptom management and be cost-effective. Beyond the inclusion of educational resources, stakeholders desired customization or patient centeredness in the program to meet the overall needs of individuals with physical disabilities and caregivers. The development of web-based self-management programs should be holistic in meeting the needs of all stakeholders. ClinicalTrials.gov NCT05481593; https://clinicaltrials.gov/study/NCT05481593.

Criminal Justice Interventions for Individuals with Mental Health Disabilities: A Systematic Literature Review

Criminal Justice Interventions for Individuals with Mental Health Disabilities: A Systematic Literature Review

Support for culturally and linguistically diverse mental health and learning disability student nurses

This article explores the challenges faced by international mental health and learning disability student nurses studying in the UK and provides guidelines to address some of the issues raised. The definition of an international student is broadened to include culturally and linguistically diverse student nurses who encounter similar dynamics as traditional international students. The article highlights challenges faced by culturally and linguistically diverse students in university and practice settings, such as language proficiency, cultural barriers, limited learning opportunities and inadequate support. The article proposes practical interventions and pedagogical innovations to support culturally and linguistically diverse students in their nursing studies, aiming to enhance their academic success and transition into the nursing workforce.

Mental health and learning disability nurse programme gives healthcare assistants training opportunities they ‘never thought possible’

Mental health and learning disability nurse programme gives healthcare assistants training opportunities they ‘never thought possible’

Self-Reported Accommodation Needs for Patients with Disabilities in Primary Care

People with disabilities experience barriers to engaging with health care due to inaccessible social and physical environments at primary care clinics. Despite legal mandates, identification and provision of necessary accommodations for this population at primary care clinics are poor. The objective of this cross-sectional study was to assess patient-reported disability status and accommodation needs among patients at a primary care clinic. An electronic health record-based Disability and Accommodations Questionnaire assessing disability status, types, and accommodation needs was developed by subject matter experts at Michigan Medicine and the University of Michigan Council for Disability Concerns. The questionnaire underwent multiple rounds of reviews and revisions before its use in clinical settings. A paper-based questionnaire was administered to all patients presenting for a wellness-based visit at an academic health system primary care clinic in southeast Michigan. Data were collected between March 2022 and August 2022. Approximately 13% of the 541 patients self-reported a disability, with 54.2% indicating at least one needed accommodation. The most commonly reported disabilities were mental health and hearing-related disabilities, by 4.8% and 4.6% of patients, respectively. The most frequently requested accommodations were communication- or language-based (for example, presence of an American Sign Language interpreter, assistive listening devices), cognitive-based (for example, inclusion of a support person with care decisions), and mobility-based (for example, assistance with transfers). The Disability and Accommodations Questionnaire helped identify the presence of a disability, its types, and any requested accommodations requested at a primary care health center.

Parent psychological distress and parent-child relationships two years into the COVID-19 pandemic: Results from a Canadian cross-sectional study.

Mental health impacts of the COVID-19 pandemic have not been felt equally within populations. Parents with children living at home were early on identified as a population at heightened mental health risk, with concerns about the potential long-term impacts of the pandemic on parents' mental health, family functioning, and children's well-being. This study investigates impacts of the pandemic on parents' psychological distress, contextual sources of distress, and associations with family functioning nearly two years into the pandemic. Data were drawn from a national cross-sectional survey of adults living in Canada in November and December 2021 that was representative by age, gender, household income, and region. Parents with children < 18 years old living at home (N = 553) reported their experiences of psychological distress, pandemic-related stressors, coping mechanisms, and family functioning (changes in parent-child interactions, children's anxiety). Chi-square tests, logistic regression, and linear regression analyses examined sociodemographic inequities in parents' levels of psychological distress, sources and mitigating mechanisms of distress, and associations between psychological distress and family functioning. Nearly two years into the pandemic, parents with children at home reported nearly double pre-pandemic population estimates of moderate to severe psychological distress. Psychological distress was more frequently reported among parents with pre-existing mental health conditions, disabilities, and financial stressors. Parents with greater psychological distress reported increases in negative parent-child interactions due to the pandemic and higher anxiety among their children. This study identifies sustained negative impacts of the pandemic on parents' mental health and family functioning in Canada nearly two years into the pandemic, despite high vaccine uptake and declining infection rates. Disparities in financial stress, social support structures, and pre-existing mental health were identified as underlying sources of psychological distress. These results highlight that meaningful responses to promote mental health among parents and families must address social and structural inequities.

Lawsuit: Peace Corps denies assignments over outdated mental health concerns

The Peace Corps has used fear‐based and speculative standards and ignored sound medical advice in denying volunteer assignments to numerous individuals with mental health disabilities, according to a federal class‐action complaint filed in Washington, D.C., late last month.

A cross-sectional study of multidimensional fatigue in biologic-treated rheumatoid arthritis: which variables play a role?

Purpose Despite efficient biological disease-modifying antirheumatic drugs (bDMARDs) Rheumatoid Arthritis (RA) patients still suffer from high fatigue. This study aims to further our knowledge by assessing severity levels of the various fatigue dimensions and their associations with pain, sleep quality, and psychological well-being in bDMARDs treated RA patients. Material and Methods The sample consisted of 146 RA patients (84.9% females; mean age 56.6 ± 13.6 years), who completed the MFI-20, SF-36, PSQI, GAD-7 and PHQ-9. Correlation analyses and multiple linear regressions were used to analyse the data. Results General fatigue was the highest reported type of fatigue, followed by physical fatigue dimensions. In the final regression model, pain and disability were significantly associated with physical fatigue (p ≤ 0.001, p ≤ 0.05, respectively) and reduced activity (p ≤ 0.01, p ≤ 0.05, respectively). Anxiety was significantly associated with mental fatigue (p ≤ 0.05) and reduced motivation (p ≤ 0.01). Regression analyses showed no significant associations between depression, sleep quality, and fatigue in any of the final models. Conclusions Our findings indicate that effectively addressing fatigue in RA patients requires an individualized approach. This approach should acknowledge the varying degrees of fatigue across different fatigue dimensions (physical or mental), while also taking into account the patient’s mental health problems, pain levels, and disability levels.

The dynamics of the nursing and midwifery professions: Initial findings from analysis of longitudinal registrant data

ObjectivesTo ascertain geographical differences in retention of nurses and midwives across the United Kingdom using registrant data.&#x0D; MethodsThe Nursing and Midwifery Council (NMC) are responsible for holding a register of all nurses and midwives in the United Kingdom. Registrants are required to revalidate every three years. Linking together resulting data creates a longitudinal dataset that follows registrants over time. The NMC is providing anonymised data through the ONS Safe Researcher Service (SRS). Data sharing agreements have been signed off and data is in process of being ingested by ONS. Initial analysis will focus on geographical differences in retention by for nurses by field of practice (adult, mental health, children, and learning disability) and midwifery.&#x0D; ResultsThere are estimated to be around 750 thousand nurses and midwives currently registered. Processes used to take this work forward will be described including public and stakeholder engagement. Early findings will be presented comparing demographic profiles of the professions and, for nursing, fields of practice in 2018 and 2021. Cox proportional hazard models will enable comparison of geographical differences in retention between England, Scotland, Wales, and Northern Ireland.&#x0D; ConclusionRegistrant data provides a basis that can inform policy. This is especially important given current challenges with regard to recruitment and retention in the nursing and midwifery professions. Future work will be outlined that will utilise registrant data including linkage to other administrative and census data sources.

Students reach landmark settlement with Yale University on MH policies

Following a lawsuit filed last year by Yale University students alleging that the university has discriminated against students with mental health disabilities and, specifically, violated the Americans with Disability Act and the Affordable Care Act, a settlement agreement, filed Aug. 25, has been reached in federal district court that will also make significant revisions to undergraduate polices.

The working life expectancy of American adults experiencing depression

ObjectivesTo estimate the working life expectancies (WLE) of men and women with depression, examining depression by symptom trajectories from the late 20s to early 50s, and to estimate WLE by race/ethnicity and educational attainment.MethodsData from 9206 participants collected from 1979 to 2018 in the US National Longitudinal Survey of Youth 1979 cohort were used. Depression was measured using the Center for Epidemiologic Studies Depression Scale Short Form at four time points (age 28–35, age 30–37, age 40, and age 50). Labor force status was measured monthly starting at age 30 until age 58–62. Depressive symptom trajectories were estimated using growth mixture modeling and multistate modeling estimated WLE from age 30–60 for each gender and depressive symptom trajectory.ResultsFive latent symptom trajectories were established: a persistent low symptom trajectory (n = 6838), an episodic trajectory with high symptoms occurring before age 40 (n = 995), an episodic trajectory with high symptoms occurring around age 40 (n = 526), a trajectory with high symptoms occurring around age 50 (n = 570), and a persistent high symptom trajectory (n = 277). The WLE for men at age 30 was 30.3 years for the persistent low symptom trajectory, 22.8 years for the episodic before 40 trajectory, 19.6 years for the episodic around age 40 trajectory, 18.6 years for the episodic around age 50 trajectory, and 13.2 years for the persistent high symptom trajectory. Results were similar for women. WLE disparities between depression trajectories grew when stratified by race/ethnicity and education level.ConclusionsRoughly a quarter of individuals experienced episodic depressive symptoms. However, despite periods of low depressive symptoms, individuals were expected to be employed ~5–17 years less at age 30 compared to those with low symptoms. Accessible employment and mental health disability support policies and programs across the working life course may be effective in maintaining work attachment and improving WLE among those who experience depression.

Understanding the disability voting gap in the UK

Using nationally representative longitudinal data from Understanding Society we explore the relationship between disability and political participation in the UK. More specifically, we examine the determinants of the ‘disability voting gap’, and assess how it varies by the severity, type and chronicity of disability. After accounting for demographic characteristics, the disability voting gap across UK General Elections between 2010 and 2019 is found to be 6.2 percentage points. More than half of this gap is explained by the channels of resources and recruitment, with evidence of a residual disability gap consistent with additional disability-specific barriers to participation. We find a larger disability voting gap for those with more severe disability, disabilities relating to mental health and chronic disabilities. Applying panel data methods, however, we find no evidence that transitions in disability status are related to changes in voter turnout.