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1.
Autism ; 28(5): 1316-1321, 2024 May.
Article in English | MEDLINE | ID: mdl-38240250

ABSTRACT

LAY ABSTRACT: Currently, the prevalence of autism spectrum disorder (henceforth "autism") is 1 in 36, an increasing trend from previous estimates. In 2015, the United States adopted a new version (International Classification of Diseases, 10th Revision) of the World Health Organization coding system, a standard for classifying medical conditions. Our goal was to examine how the transition to this new coding system impacted autism diagnoses in 10 healthcare systems. We obtained information from electronic medical records and insurance claims data from July 2014 through December 2016 for each healthcare system. We used member enrollment data for 30 consecutive months to observe changes 15 months before and after adoption of the new coding system. Overall, the rates of autism per 1000 enrolled members was increasing for 0- to 5-year-olds before transition to International Classification of Diseases, 10th Revision and did not substantively change after the new coding was in place. There was variation observed in autism diagnoses before and after transition to International Classification of Diseases, 10th Revision for other age groups. The change to the new coding system did not meaningfully affect autism rates at the participating healthcare systems. The increase observed among 0- to 5-year-olds is likely indicative of an ongoing trend related to increases in screening for autism rather than a shift associated with the new coding.


Subject(s)
Autism Spectrum Disorder , International Classification of Diseases , Humans , Child, Preschool , Prevalence , Child , Infant , United States/epidemiology , Adolescent , Male , Female , Adult , Autism Spectrum Disorder/epidemiology , Autism Spectrum Disorder/classification , Young Adult , Autistic Disorder/epidemiology , Infant, Newborn , Middle Aged , Electronic Health Records , Cohort Studies
2.
Psychosom Med ; 85(3): 260-265, 2023 04 01.
Article in English | MEDLINE | ID: mdl-36917479

ABSTRACT

OBJECTIVE: The purpose of this study was to examine the extent to which the presence of chronic noncancer pain (CNCP) impacts the likelihood that patients with diagnoses of depression will initiate depression treatment compared with those without CNCP. METHODS: We performed a retrospective cohort study of Kaiser Permanente of Georgia members older than 18 years who received a diagnosis of depression. Demographics and medical history were extracted from the electronic health record database. Members were further classified by the presence or absence of a CNCP diagnosis. Outcomes of interest were treated as time dependent and included ( 1 ) time to fulfillment of a new antidepressant medication and ( 2 ) time to a follow-up mental health encounter. Outcomes were compared between members with and without a CNCP diagnosis using Kaplan-Meier survival curves and Cox proportional hazard regression models. RESULTS: During the study period, 22,996 members met the inclusion criteria and 27.4% had a diagnosis of CNCP. In the matched sample, there was no difference in the time to a new antidepressant fill among members with and without CNCP (hazard ratio = 0.96; 95% confidence interval = 0.90-1.02; p = .18). In contrast, members with CNCP were significantly less likely to have a new mental health encounter after diagnosis (hazard ratio = 0.87; 95% confidence interval = 0.81-0.94; p < .001). CONCLUSIONS: Patients with CNCP were significantly less likely to have a new mental health encounter after a depression diagnosis compared with patients without CNCP. Additional outreach and consideration may be needed to improve initiation of depression treatment for newly diagnosed patients with comorbid depression and CNCP.


Subject(s)
Chronic Pain , Humans , Chronic Pain/drug therapy , Chronic Pain/epidemiology , Chronic Pain/psychology , Analgesics, Opioid/adverse effects , Retrospective Studies , Depression/drug therapy , Depression/epidemiology , Comorbidity , Antidepressive Agents/therapeutic use
3.
Med Care ; 61(5): 288-294, 2023 05 01.
Article in English | MEDLINE | ID: mdl-36917774

ABSTRACT

BACKGROUND/OBJECTIVE: InFLUenza Patient-reported Outcome (FLU-PRO Plus) is a 34-item patient-reported outcome instrument designed to capture the intensity and frequency of viral respiratory symptoms. This study evaluates whether FLU-PRO Plus responses could discriminate between symptoms of coronavirus disease 2019 (COVID-19) and influenza-like illness (ILI) with no COVID diagnosis, as well as forecast disease progression. METHODS: FLU-PRO Plus was administered daily for 14 days. Exploratory factor analysis was used to reduce the FLU-PRO Plus responses on the first day to 3 factors interpreted as "symptom clusters." The 3 clusters were used to predict COVID-19 versus ILI diagnosis in logistic regression. Correlation between the clusters and quality of life (QoL) measures was used to assess concurrent validity. The timing of self-reported return to usual health in the 14-day period was estimated as a function of the clusters within COVID-19 and ILI groups. RESULTS: Three hundred fourteen patients completed day 1 FLU-PRO Plus, of which 65% had a COVID-19 diagnosis. Exploratory factor analysis identified 3 symptom clusters: (1)general Body, (2) tracheal/bronchial, and (3) nasopharyngeal. Higher nasopharyngeal scores were associated with higher odds of COVID-19 compared with ILI diagnosis [adjusted odds ratio = 1.61 (1.21, 2.12)]. Higher tracheal/bronchial scores were associated with lower odds of COVID-19 [0.58 (0.44, 0.77)]. The 3 symptom clusters were correlated with multiple QoL measures ( r = 0.14-0.56). Higher scores on the general body and tracheal/bronchial symptom clusters were associated with prolonged time to return to usual health [adjusted hazard ratios: 0.76 (0.64, 0.91), 0.80 (0.67, 0.96)]. CONCLUSION: Three symptom clusters identified from FLU-PRO Plus responses successfully discriminated patients with COVID-19 from non-COVID ILI and were associated with QoL and predicted symptom duration.


Subject(s)
COVID-19 , Influenza, Human , Humans , Influenza, Human/diagnosis , Influenza, Human/epidemiology , Quality of Life , Prospective Studies , Cohort Studies , COVID-19 Testing , Syndrome , COVID-19/diagnosis , COVID-19/epidemiology , Patient Reported Outcome Measures , Factor Analysis, Statistical
5.
BMC Health Serv Res ; 22(1): 1591, 2022 Dec 29.
Article in English | MEDLINE | ID: mdl-36581932

ABSTRACT

BACKGROUND: Patient reported outcome measures (PROM) can improve patient care and be crucial for symptom tracking especially during disease outbreaks. FLU-PRO Plus is a validated PROM used to track viral respiratory symptoms. Our study aimed to evaluate the feasibility of using FLU-PRO© Plus, to track symptoms across three healthcare systems. METHODS: The prospective, longitudinal study recruited adults between February-May 2021 from HealthPartners Institute (HP), Kaiser Permanente Georgia (KPGA), and Kaiser Permanente Mid-Atlantic States (KPMAS). Adult members were eligible if they had a positive lab or diagnosis for either COVID-19 or influenza-like illness (ILI) or exhibited 2 + viral respiratory symptoms. Descriptive statistics were calculated to describe the patient characteristics for participants that were eligible for FLU-PRO Plus, successfully contacted, attempted to log in to the FLU-PRO Plus website, and participants who completed FLU-PRO Plus Day 1. Bivariable and multivariable logistic regression using PROC GLIMMIXX investigated the patient characteristics associated with (1) successful contact and (2) FLU-PRO Plus Day 1 completion. RESULTS: We identified a total of 15,650 eligible participants during the enrollment period: 9,582 from HP, 1,740 from KPGA, and 4,328 from KPMAS. Among the total of 409 eligible adults who attempted to participate in FLU-PRO Plus, 317 completed FLU-PRO Plus Day 1. Among the 317 individuals that completed FLU-PRO Plus Day 1, 205 (67.5%) were diagnosed with COVID-19; 112 adults diagnosed with COVID-19 completed FLU-PRO Plus Day 14. Among adults successfully contacted, adults aged 35-64 (OR = 1.40, 95% CI 1.05, 1.87), females (OR = 1.77, 95% CI 1.38, 2.27), and adults diagnosed with COVID-19 (OR = 1.66, 95% CI 1.27, 2.17) had higher odds of completing FLU-PRO Plus Day 1; Asian adults (OR = 0.38, 95% CI 0.19, 0.76) and Black and African American adults (OR = 0.33, 95% CI 0.19, 0.76) had lower odds compared to White adults. CONCLUSION: Our study reports on the feasibility of patients across three integrated healthcare systems utilizing FLU-PRO Plus to monitor their respiratory symptoms. Patient reported outcome measures (PROM) can improve patient care, quality of life, and reduce the strain of limited resources on healthcare systems. Future FLU-PRO Plus studies should develop an implementation strategy to fully integrate FLU-PRO Plus within clinical care and patient management.


Subject(s)
COVID-19 , Influenza, Human , Adult , Female , Humans , COVID-19/diagnosis , COVID-19/epidemiology , Influenza, Human/diagnosis , Influenza, Human/epidemiology , Longitudinal Studies , Patient Reported Outcome Measures , Prospective Studies , Quality of Life , Respiratory System , Syndrome , Patient-Centered Care
6.
Public Health Genomics ; 23(3-4): 122-132, 2020.
Article in English | MEDLINE | ID: mdl-32698180

ABSTRACT

INTRODUCTION: Biospecimens are tools that have the potential to improve early identification and treatment for autism spectrum disorders (ASD) and bipolar disorders (BPD). Unfortunately, most biobanks lack racial/ethnic diversity. One challenge to including a diverse sample of youth is recruiting and engaging families. OBJECTIVE: We sought to better understand facilitators and barriers to participation in biospecimen research among a diverse group of parents of youth with ASD and BPD. METHODS: The current study involved 3 Mental Health Research Network sites. At each site, parents participated in an interview that explored attitudes and beliefs about genetic research. Interviews were audio-recorded, and audio files were transcribed and coded using content analysis. RESULTS: A total of 58 interviews were conducted. Four challenges emerged: (1) contacting and engaging potential research participants, (2) motivating potential participants to read recruitment and consent materials, (3) motivating participation in research, in general, and (4) motivating participation in research involving biospecimen donation, specifically. CONCLUSIONS: Participants were eager to participate as long as the research process involved trust, clarity, and flexibility. Future research involving youth with mental health conditions would benefit from implementing multimodal strategies for recruitment and data collection and sharing knowledge gained by the research with study participants.


Subject(s)
Autism Spectrum Disorder , Bipolar Disorder , Genetic Research/ethics , Patient Participation , Patient Selection/ethics , Autism Spectrum Disorder/genetics , Autism Spectrum Disorder/psychology , Biological Specimen Banks , Bipolar Disorder/genetics , Bipolar Disorder/psychology , Child , Female , Humans , Male , Patient Participation/methods , Patient Participation/psychology
7.
BMC Psychiatry ; 20(1): 40, 2020 01 31.
Article in English | MEDLINE | ID: mdl-32005200

ABSTRACT

BACKGROUND: Individuals with major depressive disorder (MDD) and bipolar disorder (BD) have particularly high rates of chronic non-cancer pain (CNCP) and are also more likely to receive prescription opioids for their pain. However, there have been no known studies published to date that have examined opioid treatment patterns among individuals with schizophrenia. METHODS: Using electronic medical record data across 13 Mental Health Research Network sites, individuals with diagnoses of MDD (N = 65,750), BD (N = 38,117) or schizophrenia or schizoaffective disorder (N = 12,916) were identified and matched on age, sex and Medicare status to controls with no documented mental illness. CNCP diagnoses and prescription opioid medication dispensings were extracted for the matched samples. Multivariate analyses were conducted to evaluate (1) the odds of receiving a pain-related diagnosis and (2) the odds of receiving opioids, by separate mental illness diagnosis category compared with matched controls, controlling for age, sex, Medicare status, race/ethnicity, income, medical comorbidities, healthcare utilization and chronic pain diagnoses. RESULTS: Multivariable models indicated that having a MDD (OR = 1.90; 95% CI = 1.85-1.95) or BD (OR = 1.71; 95% CI = 1.66-1.77) diagnosis was associated with increased odds of a CNCP diagnosis after controlling for age, sex, race, income, medical comorbidities and healthcare utilization. By contrast, having a schizophrenia diagnosis was associated with decreased odds of receiving a chronic pain diagnosis (OR = 0.86; 95% CI = 0.82-0.90). Having a MDD (OR = 2.59; 95% CI = 2.44-2.75) or BD (OR = 2.12; 95% CI = 1.97-2.28) diagnosis was associated with increased odds of receiving chronic opioid medications, even after controlling for age, sex, race, income, medical comorbidities, healthcare utilization and chronic pain diagnosis; having a schizophrenia diagnosis was not associated with receiving chronic opioid medications. CONCLUSIONS: Individuals with serious mental illness, who are most at risk for developing opioid-related problems, continue to be prescribed opioids more often than their peers without mental illness. Mental health clinicians may be particularly well-suited to lead pain assessment and management efforts for these patients. Future research is needed to evaluate the effectiveness of involving mental health clinicians in these efforts.


Subject(s)
Analgesics, Opioid , Chronic Pain , Depressive Disorder, Major , Practice Patterns, Physicians' , Prescription Drugs , Adult , Aged , Analgesics, Opioid/therapeutic use , Chronic Pain/drug therapy , Chronic Pain/epidemiology , Depressive Disorder, Major/diagnosis , Depressive Disorder, Major/drug therapy , Depressive Disorder, Major/epidemiology , Female , Humans , Male , Medicare , Mental Disorders/complications , Middle Aged , Opioid-Related Disorders , Practice Patterns, Physicians'/statistics & numerical data , United States/epidemiology
8.
Cancer ; 121(5): 733-40, 2015 Mar 01.
Article in English | MEDLINE | ID: mdl-25393416

ABSTRACT

BACKGROUND: Health care providers often counsel prostate cancer patients about treatment options with medical terminology. However, studies have demonstrated a severe lack of comprehension of these terms, particularly in underserved populations. It was hypothesized that a video-based educational tool would significantly improve the understanding of key terms related to prostate health in a predominantly lower literacy population. METHODS: A software application was developed by various experts, including urologists and human-computer interaction specialists, to serve as a video-based educational tool emphasizing narrated animations to promote understanding of terms related to urinary, bowel, and sexual function. This application was viewed by patients recruited from 2 low-income safety net clinics, where a previously developed survey was administered to assess pre- and postintervention levels of comprehension. RESULTS: Fifty-six patients with a mean literacy level of 7th to 8th grade completed the study. Patients achieved statistically significant improvements in comprehension for the majority of the terms after the video intervention, with notable improvements including the terms incontinence (from 14% to 50%), bowels (from 14% to 46%), and impotence (from 58% to 84%). Patients demonstrated significant gains in their understanding of the function of the prostate (from 11% to 30%) and in their ability to locate the prostate on anatomic drawings (from 50% to 82%). CONCLUSIONS: This video-based educational tool is an effective method for overcoming the severe lack of comprehension of prostate health terminology among patients. The improvements achieved have the potential to enhance patient participation in shared and informed decision making and to support combined visual-audio multimedia as a promising tool for prostate cancer education.


Subject(s)
Health Education/methods , Health Knowledge, Attitudes, Practice , Health Literacy/methods , Prostate/physiology , Terminology as Topic , Comprehension , Humans , Male , Middle Aged , Multimedia , Poverty , Surveys and Questionnaires
9.
Cancer ; 119(17): 3204-11, 2013 Sep 01.
Article in English | MEDLINE | ID: mdl-23733135

ABSTRACT

BACKGROUND: Patients diagnosed with prostate cancer are often counseled about treatment options with the use of terms that are part of the "core vocabulary" of prostate cancer. It is hypothesized that predominantly lower literacy patients would demonstrate a severe lack of comprehension of prostate cancer terms, thus validating the findings of a previous single-institution study. METHODS: A previously developed survey was used to evaluate understanding of terms related to urinary, bowel, and sexual function. The survey was administered by trained evaluators at 2 safety net clinics that provide care for low-income, predominantly African American patients. Comprehension was assessed using semiqualitative methods coded by 2 independent investigators. Literacy and numeracy were also evaluated. RESULTS: Among 109 patients who completed the study, only 5% understood the function of the prostate, and 15%, 29%, and 32% understood the terms "incontinence," "urinary function," and "bowel habits," respectively. Lower levels of comprehension were observed for compound words, such as "vaginal intercourse" (58%), versus single words such as "intercourse" (95%), validating previous work. Median school level was 13 years, yet median literacy level was only ninth grade, and reading level was significantly correlated with comprehension. Only 30% of patients correctly calculated both a fraction and a percent. CONCLUSIONS: Lack of comprehension of prostate health terminology is pronounced in this patient population and may be widespread. This lack of comprehension potentially limits the ability of patients to participate in informed decision-making. These results validate the findings of previous studies and supports a continued need for refined methods of prostate cancer education.


Subject(s)
Black or African American/statistics & numerical data , Comprehension , Poverty , Prostatic Neoplasms , Terminology as Topic , Urogenital System , Black or African American/education , Aged , Educational Status , Health Literacy , Humans , Male , Middle Aged , Prostatic Neoplasms/diagnosis , Prostatic Neoplasms/epidemiology , Socioeconomic Factors , Urban Population/statistics & numerical data , White People/statistics & numerical data
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