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- Ambulatory Care and Surgery (1)
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AHRQ Research Studies
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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
Results
1 to 15 of 15 Research Studies DisplayedLopez K, Li H, Lipkin-Moore Z
Deep learning prediction of hospital readmissions for asthma and COPD.
The purpose of this observational study was to identify Electronic Health Record (EHR) features of severe asthma and COPD exacerbations and assess the performance of four machine learning (ML) and one deep learning (DL) model in predicting readmissions using EHR data. The study included 31, 2017 patients hospitalized with asthma and COPD exacerbations. The study found that Black and Hispanic patients had a greater likelihood of readmission for asthma. Patients with COPD readmissions included a high percentage of Blacks and Hispanics. To identify patients at high risk of readmission, index hospitalization data of a subset of 2,682 patients, 777 with asthma and 1,905 with COPD, was analyzed with four ML models, and one DL model. The researchers discovered that multilayer perceptron, the DL method, had the best sensitivity and specificity compared to the four ML methods implemented in the same dataset.
AHRQ-funded; HS027626.
Citation: Lopez K, Li H, Lipkin-Moore Z .
Deep learning prediction of hospital readmissions for asthma and COPD.
Respir Res 2023 Dec 13; 24(1):311. doi: 10.1186/s12931-023-02628-7..
Keywords: Asthma, Respiratory Conditions, Hospital Readmissions, Electronic Health Records (EHRs), Health Information Technology (HIT)
Silverstein GD, Styke SC, Kaur S
The relationship between depressive symptoms, eHealth literacy, and asthma outcomes in the context of a mobile health intervention.
This study’s objective was to evaluate the associations between health/eHealth literacy and depressive symptoms with app usage and clinical outcomes. The authors recruited adults with persistent asthma to utilize the ASTHMAXcel PRO mobile app. Participants completed the following questionnaires: Patient Health Questionnaire-9 (PHQ-9) to assess for depressive symptoms, Asthma Control Test (ACT), Mini Asthma Quality of Life (QOL) Questionnaire, and the Newest Vital Sign (NVS) tool to measure health literacy. Subsets of participant data were available on eHealth literacy (eHeals) (n = 24) and average number of app logins across 2 months (n = 40). The average participant age was 44.0 years, with 74% identifying as female. Increased depressive symptoms were associated with worse asthma control and asthma QOL, but not eHealth literacy. Higher eHealth literacy was associated with worse asthma QOL and more app logins. NVS scores weren’t associated with any measures.
AHRQ-funded; HS025645.
Citation: Silverstein GD, Styke SC, Kaur S .
The relationship between depressive symptoms, eHealth literacy, and asthma outcomes in the context of a mobile health intervention.
Psychosom Med 2023 Sep 1; 85(7):605-11. doi: 10.1097/psy.0000000000001170..
Keywords: Health Literacy, Asthma, Telehealth, Health Information Technology (HIT), Education: Patient and Caregiver, Outcomes, Respiratory Conditions, Chronic Conditions
Plombon S, Rudin RS, Sulca Flores J
Assessing equitable recruitment in a digital health trial for asthma.
This study’s objective was to assess a multipronged strategy that primarily used digital methods to recruit asthma patients into a clinical trial for a digital health intervention. Eligible patients completed a web-based eligibility questionnaire reported during a verbal consent phone call. Study team members conducted monthly sessions using a structured guide to identify recruitment barriers and facilitators. The results indicated that primarily digital strategy patients recruitment is unlikely to achieve equitable participation, even in a population overrepresented by patient portal enrollees. The authors concluded that nondigital recruitment methods that address racial and educational disparities and less active portal enrollees are necessary to ensure equity in clinical trial enrollment.
AHRQ-funded; HS026432.
Citation: Plombon S, Rudin RS, Sulca Flores J .
Assessing equitable recruitment in a digital health trial for asthma.
Appl Clin Inform 2023 Aug; 14(4):620-31. doi: 10.1055/a-2090-5745..
Keywords: Asthma, Respiratory Conditions, Health Information Technology (HIT)
Krishnan JA, Margellos-Anast H, Kumar R
Coordinated Health Care Interventions for Childhood Asthma Gaps in Outcomes (CHICAGO) plan.
The purpose of this clinical trial was to compare an emergency-department- (ED) only intervention and home visits by community health workers for 6 months (ED-plus-home) and enhanced usual care (UC). The study enrolled children aged 5 to 11 years with uncontrolled asthma. The primary outcomes were change over 6 months in the Patient-Reported Outcomes Measurement Information System Asthma Impact Scale score in children and Satisfaction with Participation in Social Roles score in caregivers. The secondary outcomes included guideline-recommended ED discharge care and self-management. The study found that of the 373 children recruited, only 63% completed the 6-month follow-up visit. Differences in Asthma Impact Scores or caregivers' Satisfaction with Participation in Social Roles scores were not significant. However, in the intervention groups guideline-recommended ED discharge care improved significantly versus in the UC group, and self-management behaviors were significantly improved in the ED-plus-home group versus in the ED-only and UC groups.
AHRQ-funded; HS027804.
Citation: Krishnan JA, Margellos-Anast H, Kumar R .
Coordinated Health Care Interventions for Childhood Asthma Gaps in Outcomes (CHICAGO) plan.
J Allergy Clin Immunol Glob 2023 Aug; 2(3). doi: 10.1016/j.jacig.2023.100100..
Keywords: Children/Adolescents, Asthma, Respiratory Conditions, Outcomes, Patient-Centered Outcomes Research, Evidence-Based Practice, Emergency Department, Clinical Decision Support (CDS), Health Information Technology (HIT), Racial and Ethnic Minorities
Rudin RS, Qureshi N, Foer D
Toward an asthma patient-reported outcome measure for use in digital remote monitoring.
The purpose of this study was to create a patient-reported outcome measure (PROM) and evaluate its suitability for digital remote asthma symptom monitoring to identify uncontrolled asthma. The researchers modified the asthma control measure (ACM), an existing, non-licensed PROM, and tested it with the asthma control questionnaire (ACQ-5) on 498 individuals with asthma, all of whom were recruited through an online platform. The study concluded that the modified ACM can be used in digital remote monitoring, does not require a license, and is able to differentiate between patients with uncontrolled asthma and patients with well-controlled asthma.
AHRQ-funded; HS026432.
Citation: Rudin RS, Qureshi N, Foer D .
Toward an asthma patient-reported outcome measure for use in digital remote monitoring.
J Asthma 2022 Aug;59(8):1697-702. doi: 10.1080/02770903.2021.1955378..
Keywords: Asthma, Respiratory Conditions, Telehealth, Health Information Technology (HIT)
Kan K, Shaunfield S, Kanaley M
Health provider perspectives of electronic medication monitoring in outpatient asthma care: a qualitative investigation using the consolidated framework for implementation research.
This study’s objective was to quantitatively explore the experience of health providers using electronic medication monitoring (EMM) in pediatric outpatient asthma care. The authors conducted interviews with 10 health providers using the Consolidated Framework of Implementation Research (CFIR) on their EMM experience with asthma patients from 5 primary care or specialty clinics. The EMM tracked albuterol and inhaled corticosteroid (ICS) use. Health providers called parents whenever ICS adherence waned, or albuterol use increased. The interviews were audio-recorded, transcribed, and deductively analyzed. Most providers felt the intervention improved care delivery, but implementation of the intervention model would require additional employees to handle the increased administrative and clinical workload.
AHRQ-funded; HS026385.
Citation: Kan K, Shaunfield S, Kanaley M .
Health provider perspectives of electronic medication monitoring in outpatient asthma care: a qualitative investigation using the consolidated framework for implementation research.
J Asthma 2022 Feb;59(2):342-51. doi: 10.1080/02770903.2020.1846745..
Keywords: Children/Adolescents, Asthma, Respiratory Conditions, Electronic Health Records (EHRs), Health Information Technology (HIT), Medication, Ambulatory Care and Surgery
Rudin RA, Perez S, Rodriguez JA
User-centered design of a scalable, electronic health record-integrated remote symptom monitoring intervention for patients with asthma and providers in primary care.
The objective of this study was to determine user and electronic health records (EHR) integration requirements for a scalable remote symptom monitoring intervention for asthma patients and their providers. Using the NASSS framework to guide their user-centered design process, the investigators identified patient and provider requirements for scaling an EHR-integrated remote symptom monitoring intervention in primary care.
AHRQ-funded; HS026432.
Citation: Rudin RA, Perez S, Rodriguez JA .
User-centered design of a scalable, electronic health record-integrated remote symptom monitoring intervention for patients with asthma and providers in primary care.
J Am Med Inform Assoc 2021 Oct 12;28(11):2433-44. doi: 10.1093/jamia/ocab157..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Asthma, Respiratory Conditions, Primary Care
Joseph CLM, Alexander GL, Lu M
Pilot study of a brief provider and EMR-based intervention for overweight teens with asthma.
The authors piloted an electronic medical record-based tailored discussion guide (TDG) and a brief provider training to address weight management in overweight teens with asthma. They observed modest improvements in patient-reported asthma outcomes and health behaviors. They found strong evidence that the TDG supports provider discussion of weight and asthma to create a more patient-centered conversation from the perspective of participating teens. They recommended addressing challenges to recruitment and clinic adaptation prior to advancing to a full-scale trial.
AHRQ-funded; HS022417.
Citation: Joseph CLM, Alexander GL, Lu M .
Pilot study of a brief provider and EMR-based intervention for overweight teens with asthma.
Pilot Feasibility Stud 2021 Aug 30;7(1):167. doi: 10.1186/s40814-021-00848-6..
Keywords: Children/Adolescents, Obesity: Weight Management, Obesity, Asthma, Chronic Conditions, Respiratory Conditions, Electronic Health Records (EHRs), Health Information Technology (HIT)
Doshi H, Hsia B, Shahani J
Impact of technology-based interventions on patient-reported outcomes in asthma: a systematic review.
This systematic review’s goal was to identify which technology-based interventions (TBIs) for asthma management have been formally evaluated using patient-reported outcomes (PROs). The authors aimed to: 1) identify the TBIs that have been evaluated in clinical trials using PROs; 2) identify the most commonly used PROs in these trials; and 3) determine the impact of TBIs on PROs in the management of chronic asthma. PubMed and Clinicaltrials.gov databases were searched for English-language studies published between January 2000 and February 2020. The final analysis included 14 clinical trials with 1 to 3 arms. Five different TBI types were identified, most commonly involving multimedia education. Four different categories of PROs were identified. At least 1 PRO domain with positive outcomes were reported by patients in 12 of 14 studies.
AHRQ-funded; R18 HS025645.
Citation: Doshi H, Hsia B, Shahani J .
Impact of technology-based interventions on patient-reported outcomes in asthma: a systematic review.
J Allergy Clin Immunol Pract 2021 Jun;9(6):2336-41. doi: 10.1016/j.jaip.2021.01.027..
Keywords: Asthma, Respiratory Conditions, Chronic Conditions, Telehealth, Health Information Technology (HIT)
Patel MR, Smith A, Leo H
Improving patient-provider communication and therapeutic practice through better integration of electronic health records in the exam room: a pilot study.
This study assessed the effectiveness of providing physicians who use electronic health records (EHRs) education for communication strategies and its impact on patient outcomes. The evidence-based Physician Asthma Care Education (PACE) program was extended in a pilot program using 18 providers and 126 adult patients with persistent asthma. Outcomes were assessed at baseline and 3- and 6-month postintervention intervals. Providers who completed the EHR-PACE program felt more confident in communicating with their patients, but there was no significant changes in patient asthma outcomes or their perceptions of their provider’s communication skills.
AHRQ-funded; HS023786.
Citation: Patel MR, Smith A, Leo H .
Improving patient-provider communication and therapeutic practice through better integration of electronic health records in the exam room: a pilot study.
Health Educ Behav 2019 Jun;46(3):484-93. doi: 10.1177/1090198118796879..
Keywords: Asthma, Clinician-Patient Communication, Communication, Electronic Health Records (EHRs), Evidence-Based Practice, Health Information Technology (HIT), Outcomes, Patient-Centered Healthcare, Patient-Centered Outcomes Research
Rudin RS, Fanta CH, Predmore Z
Core components for a clinically integrated mhealth app for asthma symptom monitoring.
The aim of the study was to apply user-centered design principles to efficiently identify core components for a mHealth-based asthma symptom-monitoring intervention using patient-reported outcomes (PROs).
AHRQ-funded; HS023960.
Citation: Rudin RS, Fanta CH, Predmore Z .
Core components for a clinically integrated mhealth app for asthma symptom monitoring.
Appl Clin Inform 2017 Oct;8(4):1031-43. doi: 10.4338/aci-2017-06-ra-0096.
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Keywords: Asthma, Chronic Conditions, Health Information Technology (HIT), System Design
Johnson KB, Patterson BL, Ho YX
The feasibility of text reminders to improve medication adherence in adolescents with asthma.
The goal of this study was to assess the impact of MyMediHealth (MMH) - a website and a short messaging service (SMS)-based reminder system - on medication adherence and perceived self-efficacy in adolescents with asthma. The investigators found that MMH was associated with improved medication adherence, perceived quality of life, and self-efficacy.
AHRQ-funded; HS018168.
Citation: Johnson KB, Patterson BL, Ho YX .
The feasibility of text reminders to improve medication adherence in adolescents with asthma.
J Am Med Inform Assoc 2016 May;23(3):449-55. doi: 10.1093/jamia/ocv158..
Keywords: Asthma, Children/Adolescents, Health Information Technology (HIT), Medication, Patient Adherence/Compliance
Speck AL, Hess M, Baptist AP
An electronic asthma self-management intervention for young African American adults.
The objective of this study was to develop and assess the feasibility of an electronic asthma self-management program for young African American adults. The researchers found that all subjects completing the 2-week postprogram survey reported that the program was helpful, and 97% would recommend it to others. Asthma control as measured by the Asthma Control Test improved, and asthma quality of life as measured by the Mini Asthma Quality of Life Questionnaire also improved. They concluded that the Breathe Michigan program is feasible for recruitment and retention, and demonstrated an improvement in asthma control and quality of life for young African American adults.
AHRQ-funded; HS020977.
Citation: Speck AL, Hess M, Baptist AP .
An electronic asthma self-management intervention for young African American adults.
J Allergy Clin Immunol Pract 2016 Jan-Feb;4(1):89-95.e2. doi: 10.1016/j.jaip.2015.08.007.
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Keywords: Asthma, Health Information Technology (HIT), Racial and Ethnic Minorities, Patient Self-Management, Young Adults
Luo G, Stone BL, Fassl B
Predicting asthma control deterioration in children.
The researchers developed and tested the first set of models for predicting a child’s asthma control deterioration one week prior to occurrence. Their best model successfully predicted a child’s asthma control level one week ahead. With adequate accuracy, the model could be integrated into electronic asthma self-monitoring systems.
AHRQ-funded; HS018166; HS018678.
Citation: Luo G, Stone BL, Fassl B .
Predicting asthma control deterioration in children.
BMC Med Inform Decis Mak 2015 Oct 14;15:84. doi: 10.1186/s12911-015-0208-9..
Keywords: Asthma, Children/Adolescents, Health Information Technology (HIT), Patient Self-Management
Fiks AG, Mayne SL, Karavite DJ
Parent-reported outcomes of a shared decision-making portal in asthma: a practice-based RCT.
This study evaluated the feasibility, acceptability, and impact of MyAsthma, an EHR-linked patient portal supporting shared decision-making for pediatric asthma. It found that parents of children with moderate to severe persistent asthma used the portal more than others; 92 percent were satisfied with MyAsthma. Parents reported that use improved their communication with the office, ability to manage asthma, and awareness of the importance of ongoing attention to treatment.
AHRQ-funded; HS021645.
Citation: Fiks AG, Mayne SL, Karavite DJ .
Parent-reported outcomes of a shared decision-making portal in asthma: a practice-based RCT.
Pediatrics 2015 Apr;135(4):e965-73. doi: 10.1542/peds.2014-3167..
Keywords: Asthma, Children/Adolescents, Shared Decision Making, Electronic Health Records (EHRs), Health Information Technology (HIT)