Rebecca Hanratty
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Rebecca Hanratty has a total of 53 co-authors. Here are the top co-authors by number of shared publications:
Edward P. Havranek
3 shared publications- Edward P. Havranek
Denver Health Medical Center, Denver, CO 80204, USA
3 shared publications - Irene V. Blair
Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO 80309-0345, USA
3 shared publications John F. Steiner
3 shared publications- John F. Steiner
Institute for Health Research, Kaiser Permanente Colorado, Aurora
3 shared publications L. Miriam Dickinson
3 shared publications
Latest Publications
- Open Access
- 1 July 2026
- Published by Oxford University Press (OUP) in Health Affairs Scholar
- Vol. 4  (7)
Minimizing H.R.1-Related Medicaid Coverage Disruptions for High-Risk Patients
Forthcoming H.R.1 Medicaid eligibility changes requiring documentation of work, school or volunteer activities are projected to result in significant disenrollment. High-risk beneficiaries including those experiencing homelessness are more likely to experience barriers in navigating the eligibility process such as qualifying for work requirement exemptions. We utilized an existing set of linked data across the medical safety net, state Medicaid agency, housing services providers and justice agencies as a case study to understand the prevalence of select potential medical and social exemptions from work requirements, examine safety net system utilization to identify potential touch points to prevent coverage loss, and estimate medical costs to inform planning and resourcing efforts to support continued enrollment. We found a high prevalence of Medicaid members potentially exempt from work requirements and of touchpoints with the medical safety net and with housing service providers specifically within the group experiencing homelessness. Increased medical costs that would likely shift to the safety net if coverage loss occurred demonstrates opportunity for community efforts to support enrollment. Our case study can serve as a model for other communities proactively to plan for the local impact of H.R.1 eligibility changes including data integration, coordination and support efforts.
- 1 July 2026
- Published by Oxford University Press (OUP) in Health Affairs Scholar
- Vol. 4  (7)
Open AccessMinimizing H.R.1-Related Medicaid Coverage Disruptions for High-Risk Patients
Forthcoming H.R.1 Medicaid eligibility changes requiring documentation of work, school or volunteer activities are projected to result in significant disenrollment. High-risk beneficiaries including those experiencing homelessness are more likely to experience barriers in navigating the eligibility process such as qualifying for work requirement exemptions. We utilized an existing set of linked data across the medical safety net, state Medicaid agency, housing services providers and justice agencies as a case study to understand the prevalence of select potential medical and social exemptions from work requirements, examine safety net system utilization to identify potential touch points to prevent coverage loss, and estimate medical costs to inform planning and resourcing efforts to support continued enrollment. We found a high prevalence of Medicaid members potentially exempt from work requirements and of touchpoints with the medical safety net and with housing service providers specifically within the group experiencing homelessness. Increased medical costs that would likely shift to the safety net if coverage loss occurred demonstrates opportunity for community efforts to support enrollment. Our case study can serve as a model for other communities proactively to plan for the local impact of H.R.1 eligibility changes including data integration, coordination and support efforts.
- 27 May 2023
- Published by Taylor & Francis in Hospital Practice
- Vol. 51  (3) , 107-109
More than MAT: lesser-known benefits of an inpatient addiction consult service
- 27 May 2023
- Published by Taylor & Francis in Hospital Practice
- Vol. 51  (3) , 107-109
More than MAT: lesser-known benefits of an inpatient addiction consult service
- Open Access
- 1 March 2023
- Published by Taylor & Francis in Patient Preference and Adherence
- Vol. ume 17, 817-826
Patient Pill Organization Strategies and Adherence Measured in a Cross-Sectional Study of Hypertension
Background: The strategies patients use to organize medications (eg, pill dispenser) may be reflected in adherence measured at follow-up. We studied whether medication organization strategies patients use at home are associated with adherence measured using pharmacy-fills, self-report, and pill counts. Design: Secondary analysis of data from a prospective randomized clinical trial. Setting: Eleven US safety-net and community primary care clinics. Patients: Of the 960 enrolled self-identified non-Hispanic Black and White patients prescribed antihypertensive medications, 731 patients reported pill organization strategies and were included. Variable: Patients were asked if they use any of the following medication organization strategies: finish previous refills first; use a pill dispenser; combine same prescriptions; or combine dissimilar prescriptions. Outcomes: Adherence to antihypertensive medications using pill counts (range, 0.0– 1.0% of the days covered), pharmacy-fill (proportion of days covered > 90%), and self-report (adherent/non-adherent). Results: Of the 731 participants, 38.3% were men, 51.7% were age ≥ 65, 52.9% self-identified as Black or African American. Of the strategies studied, 51.7% finished previous refills first, 46.5% used a pill dispenser, 38.2% combined same prescriptions and 6.0% combined dissimilar prescriptions. Median (IQR) pill count adherence was 0.65 (0.40– 0.87), pharmacy-fill adherence was 75.7%, and self-reported adherence was 63.2%. Those who combined same prescriptions had significantly lower measured pill count adherence than those who did not (0.56 (0.26– 0.82) vs 0.70 (0.46– 0.90), p< 0.01) with no significant difference in pharmacy-fill (78.1% vs 74%, p=0.22) or self-reported adherence (63.0% vs 63.3%, p=0.93). Conclusion: Self-reported medication organization strategies were common. Combining same prescriptions was associated with lower adherence as measured using pill counts but not pharmacy-fills or self-report. Clinicians and researchers should identify the pill organization strategies used by their patients to understand how these strategies may influence measures of patient adherence. Trial Registration: ClinicalTrials.gov NCT03028597; https://clinicaltrials.gov/ct2/show/NCT03028597 (Archived by WebCite at http://www.webcitation.org/72vcZMzAB).
- 1 March 2023
- Published by Taylor & Francis in Patient Preference and Adherence
- Vol. ume 17, 817-826
Open AccessPatient Pill Organization Strategies and Adherence Measured in a Cross-Sectional Study of Hypertension
Background: The strategies patients use to organize medications (eg, pill dispenser) may be reflected in adherence measured at follow-up. We studied whether medication organization strategies patients use at home are associated with adherence measured using pharmacy-fills, self-report, and pill counts. Design: Secondary analysis of data from a prospective randomized clinical trial. Setting: Eleven US safety-net and community primary care clinics. Patients: Of the 960 enrolled self-identified non-Hispanic Black and White patients prescribed antihypertensive medications, 731 patients reported pill organization strategies and were included. Variable: Patients were asked if they use any of the following medication organization strategies: finish previous refills first; use a pill dispenser; combine same prescriptions; or combine dissimilar prescriptions. Outcomes: Adherence to antihypertensive medications using pill counts (range, 0.0– 1.0% of the days covered), pharmacy-fill (proportion of days covered > 90%), and self-report (adherent/non-adherent). Results: Of the 731 participants, 38.3% were men, 51.7% were age ≥ 65, 52.9% self-identified as Black or African American. Of the strategies studied, 51.7% finished previous refills first, 46.5% used a pill dispenser, 38.2% combined same prescriptions and 6.0% combined dissimilar prescriptions. Median (IQR) pill count adherence was 0.65 (0.40– 0.87), pharmacy-fill adherence was 75.7%, and self-reported adherence was 63.2%. Those who combined same prescriptions had significantly lower measured pill count adherence than those who did not (0.56 (0.26– 0.82) vs 0.70 (0.46– 0.90), p< 0.01) with no significant difference in pharmacy-fill (78.1% vs 74%, p=0.22) or self-reported adherence (63.0% vs 63.3%, p=0.93). Conclusion: Self-reported medication organization strategies were common. Combining same prescriptions was associated with lower adherence as measured using pill counts but not pharmacy-fills or self-report. Clinicians and researchers should identify the pill organization strategies used by their patients to understand how these strategies may influence measures of patient adherence. Trial Registration: ClinicalTrials.gov NCT03028597; https://clinicaltrials.gov/ct2/show/NCT03028597 (Archived by WebCite at http://www.webcitation.org/72vcZMzAB).
- 14 April 2022
- Published by Wolters Kluwer Health in Circulation: Cardiovascular Quality and Outcomes
- Vol. 15  (5) , 330-339
Relationship Between Social Vulnerability Indicators and Trial Participant Attrition: Findings From the HYVALUE Trial
Background: Social vulnerability indicators are associated with health care inequities and may similarly impede ongoing participation in research studies. We evaluated the association of social vulnerability indicators and research participant attrition in a trial focused on reducing health disparities. Methods: Self-identified White or Black adults enrolled in the HYVALUE trial (Hypertension and VALUEs), a randomized trial testing a values-affirmation intervention on medication adherence, from February 2017 to September 2019 were included. The self-reported measures of social vulnerability indicators included: (1) Black race; (2) female gender; (3) no health insurance; (4) unemployment; (5) a high school diploma or less; and (6) financial-resource strain. Full attrition was defined as not completing at least one 3- or 6-month follow-up study visit. Log-binomial regression models adjusted for age, gender, race, medical comorbidities, and the other social vulnerability indicators to estimate the relative risk of each social vulnerability indicator with study attrition. Results: Among 825 participants, the mean age was 63.3 years (±11.7 years), 60% were women, 54% were Black, and 97% reported at least one social vulnerability. Overall, 21% participants had full attrition after study enrollment. After adjustment for all other social vulnerabilities, only financial-resource strain remained consistently associated with full attrition (relative risk, 1.71 [95% CI, 1.28–2.29]). In a secondary analysis of partial attrition (completed only one follow-up visit), financial-resource strain (relative risk, 1.40 [95% CI, 1.09–1.81]) and being uninsured (relative risk, 1.54 [95% CI, 1.01–2.34]) were associated with partial attrition. Conclusions: In a trial aimed at reducing disparities in medication adherence, participants who reported financial-resource strain had a higher risk of participant attrition independent of race or gender. Our findings suggest that efforts to retain diverse populations in clinical trials should extend beyond race and gender to consider other social vulnerability indicators. Registration: URL: https://www.clinicaltrials.gov ; Unique identifier: NCT03028597.
- 14 April 2022
- Published by Wolters Kluwer Health in Circulation: Cardiovascular Quality and Outcomes
- Vol. 15  (5) , 330-339
Relationship Between Social Vulnerability Indicators and Trial Participant Attrition: Findings From the HYVALUE Trial
Background: Social vulnerability indicators are associated with health care inequities and may similarly impede ongoing participation in research studies. We evaluated the association of social vulnerability indicators and research participant attrition in a trial focused on reducing health disparities. Methods: Self-identified White or Black adults enrolled in the HYVALUE trial (Hypertension and VALUEs), a randomized trial testing a values-affirmation intervention on medication adherence, from February 2017 to September 2019 were included. The self-reported measures of social vulnerability indicators included: (1) Black race; (2) female gender; (3) no health insurance; (4) unemployment; (5) a high school diploma or less; and (6) financial-resource strain. Full attrition was defined as not completing at least one 3- or 6-month follow-up study visit. Log-binomial regression models adjusted for age, gender, race, medical comorbidities, and the other social vulnerability indicators to estimate the relative risk of each social vulnerability indicator with study attrition. Results: Among 825 participants, the mean age was 63.3 years (±11.7 years), 60% were women, 54% were Black, and 97% reported at least one social vulnerability. Overall, 21% participants had full attrition after study enrollment. After adjustment for all other social vulnerabilities, only financial-resource strain remained consistently associated with full attrition (relative risk, 1.71 [95% CI, 1.28–2.29]). In a secondary analysis of partial attrition (completed only one follow-up visit), financial-resource strain (relative risk, 1.40 [95% CI, 1.09–1.81]) and being uninsured (relative risk, 1.54 [95% CI, 1.01–2.34]) were associated with partial attrition. Conclusions: In a trial aimed at reducing disparities in medication adherence, participants who reported financial-resource strain had a higher risk of participant attrition independent of race or gender. Our findings suggest that efforts to retain diverse populations in clinical trials should extend beyond race and gender to consider other social vulnerability indicators. Registration: URL: https://www.clinicaltrials.gov ; Unique identifier: NCT03028597.
- 4 September 2020
- Published by Wolters Kluwer Health in Critical Pathways in Cardiology: A Journal of Evidence-Based Medicine
- Vol. 19  (4) , 173-177
Improving Atraumatic Chest Pain Evaluation in an Urban, Safety-net Hospital Through Incorporation of a Modified HEART Score
Atraumatic chest pain is a common emergency department (ED) presentation and the American College of Cardiology and American Heart Association recommends stress testing within 72 hours. The HEART score predicts major adverse cardiac events (MACE) in ED populations and does not require universal stress testing. An evaluation based solely on history, electrocardiography, and biomarkers, therefore, is an attractive approach to risk stratification in resource-limited settings. The HEART score has not been previously evaluated in a safety net hospital setting. We therefore implemented an interdisciplinary clinical care guideline utilizing the HEART score to stratify patients presenting to our inner-city hospital. During a 6-month study period, 1170 patients were evaluated (521 before and 649 after implementation). Among the 998 patients with confirmed follow-up 6-weeks after the index ED encounter, the prevalence of MACE (all-cause mortality, acute myocardial infarction, or coronary revascularization) was 0% [95% confidence interval (CI), 0%–1%] for low, 9% (95% CI, 7%–12%) for moderate, and 52% (95% CI, 39%–65%) for high-risk groups. Guideline implementation significantly increased admissions (+12%, 95% CI, 7%–17%) primarily in the moderate risk group (+38%, 95% CI, 29%–47%), but significantly decreased median ED length of stay (−37 minutes, 95% CI, 17–58). It also led to an increase in stress testing among moderate and high-risk patients (+10%, 95% CI, 0%–19%). In conclusion, the HEART score effectively stratified risk of MACE in a safety net population, improved evaluation consistency, and decreased ED length of stay. However, implementation was associated with an increase in hospitalizations and stress testing. Although the American Heart Association/American College of Cardiology guideline regarding atraumatic chest pain in the ED recommends universal noninvasive testing, the value of this approach, particularly in conjunction with the HEART score is uncertain in safety net hospitals. Further evaluation of the costs and clinical advantages of this approach are warranted.
- 4 September 2020
- Published by Wolters Kluwer Health in Critical Pathways in Cardiology: A Journal of Evidence-Based Medicine
- Vol. 19  (4) , 173-177
Improving Atraumatic Chest Pain Evaluation in an Urban, Safety-net Hospital Through Incorporation of a Modified HEART Score
Atraumatic chest pain is a common emergency department (ED) presentation and the American College of Cardiology and American Heart Association recommends stress testing within 72 hours. The HEART score predicts major adverse cardiac events (MACE) in ED populations and does not require universal stress testing. An evaluation based solely on history, electrocardiography, and biomarkers, therefore, is an attractive approach to risk stratification in resource-limited settings. The HEART score has not been previously evaluated in a safety net hospital setting. We therefore implemented an interdisciplinary clinical care guideline utilizing the HEART score to stratify patients presenting to our inner-city hospital. During a 6-month study period, 1170 patients were evaluated (521 before and 649 after implementation). Among the 998 patients with confirmed follow-up 6-weeks after the index ED encounter, the prevalence of MACE (all-cause mortality, acute myocardial infarction, or coronary revascularization) was 0% [95% confidence interval (CI), 0%–1%] for low, 9% (95% CI, 7%–12%) for moderate, and 52% (95% CI, 39%–65%) for high-risk groups. Guideline implementation significantly increased admissions (+12%, 95% CI, 7%–17%) primarily in the moderate risk group (+38%, 95% CI, 29%–47%), but significantly decreased median ED length of stay (−37 minutes, 95% CI, 17–58). It also led to an increase in stress testing among moderate and high-risk patients (+10%, 95% CI, 0%–19%). In conclusion, the HEART score effectively stratified risk of MACE in a safety net population, improved evaluation consistency, and decreased ED length of stay. However, implementation was associated with an increase in hospitalizations and stress testing. Although the American Heart Association/American College of Cardiology guideline regarding atraumatic chest pain in the ED recommends universal noninvasive testing, the value of this approach, particularly in conjunction with the HEART score is uncertain in safety net hospitals. Further evaluation of the costs and clinical advantages of this approach are warranted.
- Open Access
- 25 March 2019
- Published by JMIR Publications Inc. in JMIR Research Protocols
- Vol. 8  (3) , e12498
Using Values Affirmation to Reduce the Effects of Stereotype Threat on Hypertension Disparities: Protocol for the Multicenter Randomized Hypertension and Values (HYVALUE) Trial
Background: Medication nonadherence is a significant, modifiable contributor to uncontrolled hypertension. Stereotype threat may contribute to racial disparities in adherence by hindering a patient’s ability to actively engage during a clinical encounter, resulting in reduced activation to adhere to prescribed therapies. Objective: The Hypertension and Values (HYVALUE) trial aims to examine whether a values-affirmation intervention improves medication adherence (primary outcome) by targeting racial stereotype threat. Methods: The HYVALUE trial is a patient-level, blinded randomized controlled trial comparing a brief values-affirmation writing exercise with a control writing exercise among black and white patients with uncontrolled hypertension. We are recruiting patients from 3 large health systems in the United States. The primary outcome is patients’ adherence to antihypertensive medications, with secondary outcomes of systolic and diastolic blood pressure over time, time for which blood pressure is under control, and treatment intensification. We are comparing the effects of the intervention among blacks and whites, exploring possible moderators (ie, patients’ prior experiences of discrimination and clinician racial bias) and mediators (ie, patient activation) of intervention effects on outcomes. Results: This study was funded by the National Heart, Lung, and Blood Institute. Enrollment and follow-up are ongoing and data analysis is expected to begin in late 2020. Planned enrollment is 1130 patients. On the basis of evidence supporting the effectiveness of values affirmation in educational settings and our pilot work demonstrating improved patient-clinician communication, we hypothesize that values affirmation disrupts the negative effects of stereotype threat on the clinical interaction and can reduce racial disparities in medication adherence and subsequent health outcomes. Conclusions: The HYVALUE study moves beyond documentation of race-based health disparities toward testing an intervention. We focus on a medical condition—hypertension, which is arguably the greatest contributor to mortality disparities for black patients. If successful, this study will be the first to provide evidence for a low-resource intervention that has the potential to substantially reduce health care disparities across a wide range of health care conditions and populations. Trial Registration: ClinicalTrials.gov NCT03028597; https://clinicaltrials.gov/ct2/show/NCT03028597 (Archived by WebCite at http://www.webcitation.org/72vcZMzAB). International Registered Report Identifier (IRRID): DERR1-10.2196/12498
- 25 March 2019
- Published by JMIR Publications Inc. in JMIR Research Protocols
- Vol. 8  (3) , e12498
Open AccessUsing Values Affirmation to Reduce the Effects of Stereotype Threat on Hypertension Disparities: Protocol for the Multicenter Randomized Hypertension and Values (HYVALUE) Trial
Background: Medication nonadherence is a significant, modifiable contributor to uncontrolled hypertension. Stereotype threat may contribute to racial disparities in adherence by hindering a patient’s ability to actively engage during a clinical encounter, resulting in reduced activation to adhere to prescribed therapies. Objective: The Hypertension and Values (HYVALUE) trial aims to examine whether a values-affirmation intervention improves medication adherence (primary outcome) by targeting racial stereotype threat. Methods: The HYVALUE trial is a patient-level, blinded randomized controlled trial comparing a brief values-affirmation writing exercise with a control writing exercise among black and white patients with uncontrolled hypertension. We are recruiting patients from 3 large health systems in the United States. The primary outcome is patients’ adherence to antihypertensive medications, with secondary outcomes of systolic and diastolic blood pressure over time, time for which blood pressure is under control, and treatment intensification. We are comparing the effects of the intervention among blacks and whites, exploring possible moderators (ie, patients’ prior experiences of discrimination and clinician racial bias) and mediators (ie, patient activation) of intervention effects on outcomes. Results: This study was funded by the National Heart, Lung, and Blood Institute. Enrollment and follow-up are ongoing and data analysis is expected to begin in late 2020. Planned enrollment is 1130 patients. On the basis of evidence supporting the effectiveness of values affirmation in educational settings and our pilot work demonstrating improved patient-clinician communication, we hypothesize that values affirmation disrupts the negative effects of stereotype threat on the clinical interaction and can reduce racial disparities in medication adherence and subsequent health outcomes. Conclusions: The HYVALUE study moves beyond documentation of race-based health disparities toward testing an intervention. We focus on a medical condition—hypertension, which is arguably the greatest contributor to mortality disparities for black patients. If successful, this study will be the first to provide evidence for a low-resource intervention that has the potential to substantially reduce health care disparities across a wide range of health care conditions and populations. Trial Registration: ClinicalTrials.gov NCT03028597; https://clinicaltrials.gov/ct2/show/NCT03028597 (Archived by WebCite at http://www.webcitation.org/72vcZMzAB). International Registered Report Identifier (IRRID): DERR1-10.2196/12498
- Open Access
- 12 October 2018
- Published by JMIR Publications Inc. in JMIR Preprints
Using Values Affirmation to Reduce the Effects of Stereotype Threat on Hypertension Disparities: Protocol for the Multicenter Randomized Hypertension and Values (HYVALUE) Trial (Preprint)
BACKGROUND Medication nonadherence is a significant, modifiable contributor to uncontrolled hypertension. Stereotype threat may contribute to racial disparities in adherence by hindering a patient’s ability to actively engage during a clinical encounter, resulting in reduced activation to adhere to prescribed therapies. OBJECTIVE The Hypertension and Values (HYVALUE) trial aims to examine whether a values-affirmation intervention improves medication adherence (primary outcome) by targeting racial stereotype threat. METHODS The HYVALUE trial is a patient-level, blinded randomized controlled trial comparing a brief values-affirmation writing exercise with a control writing exercise among black and white patients with uncontrolled hypertension. We are recruiting patients from 3 large health systems in the United States. The primary outcome is patients’ adherence to antihypertensive medications, with secondary outcomes of systolic and diastolic blood pressure over time, time for which blood pressure is under control, and treatment intensification. We are comparing the effects of the intervention among blacks and whites, exploring possible moderators (ie, patients’ prior experiences of discrimination and clinician racial bias) and mediators (ie, patient activation) of intervention effects on outcomes. RESULTS This study was funded by the National Heart, Lung, and Blood Institute. Enrollment and follow-up are ongoing and data analysis is expected to begin in late 2020. Planned enrollment is 1130 patients. On the basis of evidence supporting the effectiveness of values affirmation in educational settings and our pilot work demonstrating improved patient-clinician communication, we hypothesize that values affirmation disrupts the negative effects of stereotype threat on the clinical interaction and can reduce racial disparities in medication adherence and subsequent health outcomes. CONCLUSIONS The HYVALUE study moves beyond documentation of race-based health disparities toward testing an intervention. We focus on a medical condition—hypertension, which is arguably the greatest contributor to mortality disparities for black patients. If successful, this study will be the first to provide evidence for a low-resource intervention that has the potential to substantially reduce health care disparities across a wide range of health care conditions and populations. CLINICALTRIAL ClinicalTrials.gov NCT03028597; https://clinicaltrials.gov/ct2/show/NCT03028597 (Archived by WebCite at http://www.webcitation.org/72vcZMzAB). INTERNATIONAL REGISTERED REPOR DERR1-10.2196/12498
- 12 October 2018
- Published by JMIR Publications Inc. in JMIR Preprints
Open AccessUsing Values Affirmation to Reduce the Effects of Stereotype Threat on Hypertension Disparities: Protocol for the Multicenter Randomized Hypertension and Values (HYVALUE) Trial (Preprint)
BACKGROUND Medication nonadherence is a significant, modifiable contributor to uncontrolled hypertension. Stereotype threat may contribute to racial disparities in adherence by hindering a patient’s ability to actively engage during a clinical encounter, resulting in reduced activation to adhere to prescribed therapies. OBJECTIVE The Hypertension and Values (HYVALUE) trial aims to examine whether a values-affirmation intervention improves medication adherence (primary outcome) by targeting racial stereotype threat. METHODS The HYVALUE trial is a patient-level, blinded randomized controlled trial comparing a brief values-affirmation writing exercise with a control writing exercise among black and white patients with uncontrolled hypertension. We are recruiting patients from 3 large health systems in the United States. The primary outcome is patients’ adherence to antihypertensive medications, with secondary outcomes of systolic and diastolic blood pressure over time, time for which blood pressure is under control, and treatment intensification. We are comparing the effects of the intervention among blacks and whites, exploring possible moderators (ie, patients’ prior experiences of discrimination and clinician racial bias) and mediators (ie, patient activation) of intervention effects on outcomes. RESULTS This study was funded by the National Heart, Lung, and Blood Institute. Enrollment and follow-up are ongoing and data analysis is expected to begin in late 2020. Planned enrollment is 1130 patients. On the basis of evidence supporting the effectiveness of values affirmation in educational settings and our pilot work demonstrating improved patient-clinician communication, we hypothesize that values affirmation disrupts the negative effects of stereotype threat on the clinical interaction and can reduce racial disparities in medication adherence and subsequent health outcomes. CONCLUSIONS The HYVALUE study moves beyond documentation of race-based health disparities toward testing an intervention. We focus on a medical condition—hypertension, which is arguably the greatest contributor to mortality disparities for black patients. If successful, this study will be the first to provide evidence for a low-resource intervention that has the potential to substantially reduce health care disparities across a wide range of health care conditions and populations. CLINICALTRIAL ClinicalTrials.gov NCT03028597; https://clinicaltrials.gov/ct2/show/NCT03028597 (Archived by WebCite at http://www.webcitation.org/72vcZMzAB). INTERNATIONAL REGISTERED REPOR DERR1-10.2196/12498
- 1 January 2018
- Published by Wolters Kluwer Health in Medical Care
- Vol. 56  (1) , e1-e9
Identifying Subgroups of Adult Superutilizers in an Urban Safety-Net System Using Latent Class Analysis
Background: Patients with repeated hospitalizations represent a group with potentially avoidable utilization. Recent publications have begun to highlight the heterogeneity of this group. Latent class analysis provides a novel methodological approach to utilizing administrative data to identify clinically meaningful subgroups of patients to inform tailored intervention efforts. Objective: The objective of the study was to identify clinically distinct subgroups of adult superutilizers. Research Design: Retrospective cohort analysis. Subjects: Adult patients who had an admission at an urban safety-net hospital in 2014 and 2 or more admissions within the preceding 12 months. Measures: Patient-level medical, mental health (MH) and substance use diagnoses, social characteristics, demographics, utilization and charges were obtained from administrative data. Latent class analyses were used to determine the number and characteristics of latent subgroups that best represented these data. Results: In this cohort (N=1515), a 5-class model was preferred based on model fit indices, clinical interpretability and class size: class 1 (16%) characterized by alcohol use disorder and homelessness; class 2 (14%) characterized by medical conditions, MH/substance use disorders and homelessness; class 3 (25%) characterized primarily by medical conditions; class 4 (13%) characterized by more serious MH disorders, drug use disorder and homelessness; and class 5 (32%) characterized by medical conditions with some MH and substance use. Patient demographics, utilization, charges and mortality also varied by class. Conclusions: The overall cohort had high rates of multiple chronic medical conditions, MH, substance use disorders, and homelessness. However, the patterns of these conditions were different between subgroups, providing important information for tailoring interventions.
- 1 January 2018
- Published by Wolters Kluwer Health in Medical Care
- Vol. 56  (1) , e1-e9
Identifying Subgroups of Adult Superutilizers in an Urban Safety-Net System Using Latent Class Analysis
Background: Patients with repeated hospitalizations represent a group with potentially avoidable utilization. Recent publications have begun to highlight the heterogeneity of this group. Latent class analysis provides a novel methodological approach to utilizing administrative data to identify clinically meaningful subgroups of patients to inform tailored intervention efforts. Objective: The objective of the study was to identify clinically distinct subgroups of adult superutilizers. Research Design: Retrospective cohort analysis. Subjects: Adult patients who had an admission at an urban safety-net hospital in 2014 and 2 or more admissions within the preceding 12 months. Measures: Patient-level medical, mental health (MH) and substance use diagnoses, social characteristics, demographics, utilization and charges were obtained from administrative data. Latent class analyses were used to determine the number and characteristics of latent subgroups that best represented these data. Results: In this cohort (N=1515), a 5-class model was preferred based on model fit indices, clinical interpretability and class size: class 1 (16%) characterized by alcohol use disorder and homelessness; class 2 (14%) characterized by medical conditions, MH/substance use disorders and homelessness; class 3 (25%) characterized primarily by medical conditions; class 4 (13%) characterized by more serious MH disorders, drug use disorder and homelessness; and class 5 (32%) characterized by medical conditions with some MH and substance use. Patient demographics, utilization, charges and mortality also varied by class. Conclusions: The overall cohort had high rates of multiple chronic medical conditions, MH, substance use disorders, and homelessness. However, the patterns of these conditions were different between subgroups, providing important information for tailoring interventions.
- 1 November 2011
- Published by Wolters Kluwer Health in Clinical Journal of the American Society of Nephrology
- Vol. 6  (11) , 2605-2611
Relationship between Blood Pressure and Incident Chronic Kidney Disease in Hypertensive Patients
Summary: Background and objectives: Hypertension is an important cause of chronic kidney disease (CKD). Identifying risk factors for progression to CKD in patients with normal kidney function and hypertension may help target therapies to slow or prevent decline of kidney function. Our objective was to identify risk factors for development of incident CKD and decline in estimated GFR (eGFR) in hypertensive patients. Design, setting, participants, & measurements: Cox proportional hazards models were used to assess the relationship between incident CKD (defined as eGFR 2) and potential risk factors for CKD from a registry of hypertensive patients. Results: Of 43,305 patients meeting the inclusion criteria, 12.1% (5236 patients) developed incident CKD. Diabetes was the strongest predictor of incident CKD (hazard ratio, 1.96; 95% confidence interval, 1.84 to 2.09) and was associated with the greatest rate of decline in eGFR (−2.2 ml/min per 1.73 m2 per year). Time-varying systolic BP was associated with incident CKD with risk increasing above 120 mmHg; each 10-mmHg increase in baseline and time-varying systolic BP was associated with a 6% increase in the risk of developing CKD (hazard ratio, 1.06; 95% confidence interval, 1.04 to 1.08 for both). Time-weighted systolic BP was associated with a more rapid decline in eGFR of an additional 0.2 ml/min per 1.73 m2 per year decline for every 10-mmHg increase in systolic BP. Conclusions: We found that time-varying systolic BP was associated with incident CKD, with an increase in risk above a systolic BP of 120 mmHg among individuals with hypertension.
- 1 November 2011
- Published by Wolters Kluwer Health in Clinical Journal of the American Society of Nephrology
- Vol. 6  (11) , 2605-2611
Relationship between Blood Pressure and Incident Chronic Kidney Disease in Hypertensive Patients
Summary: Background and objectives: Hypertension is an important cause of chronic kidney disease (CKD). Identifying risk factors for progression to CKD in patients with normal kidney function and hypertension may help target therapies to slow or prevent decline of kidney function. Our objective was to identify risk factors for development of incident CKD and decline in estimated GFR (eGFR) in hypertensive patients. Design, setting, participants, & measurements: Cox proportional hazards models were used to assess the relationship between incident CKD (defined as eGFR 2) and potential risk factors for CKD from a registry of hypertensive patients. Results: Of 43,305 patients meeting the inclusion criteria, 12.1% (5236 patients) developed incident CKD. Diabetes was the strongest predictor of incident CKD (hazard ratio, 1.96; 95% confidence interval, 1.84 to 2.09) and was associated with the greatest rate of decline in eGFR (−2.2 ml/min per 1.73 m2 per year). Time-varying systolic BP was associated with incident CKD with risk increasing above 120 mmHg; each 10-mmHg increase in baseline and time-varying systolic BP was associated with a 6% increase in the risk of developing CKD (hazard ratio, 1.06; 95% confidence interval, 1.04 to 1.08 for both). Time-weighted systolic BP was associated with a more rapid decline in eGFR of an additional 0.2 ml/min per 1.73 m2 per year decline for every 10-mmHg increase in systolic BP. Conclusions: We found that time-varying systolic BP was associated with incident CKD, with an increase in risk above a systolic BP of 120 mmHg among individuals with hypertension.
- Open Access
- 4 November 2009
- Published by Oxford University Press (OUP) in Nephrology Dialysis Transplantation
- Vol. 25  (3) , 801-807
Incident chronic kidney disease and the rate of kidney function decline in individuals with hypertension
Background. Little is known about the decline of kidney function in patients with normal kidney function at baseline. Our objectives were to (i) identify predictors of incident chronic kidney disease (CKD) and (ii) to estimate rate of decline in kidney function. Methods. The study used a retrospective cohort of adult patients in a hypertension registry in an inner-city health care delivery system in Denver, Colorado. The primary outcome was development of incident CKD, and the secondary outcome was rate of change of estimated glomerular filtration rate (eGFR) over time. Results. After a mean follow-up of 45 months, 429 (4.1%) of 10 420 patients with hypertension developed CKD. In multivariate models, factors that independently predicted incident CKD were baseline age [odds ratio (OR) 1.13 per 10 years, 95% confidence interval (CI), 1.03–1.24], baseline eGFR (OR 0.69 per 10 units, 95% CI 0.65–0.73), diabetes (OR 3.66, 95% CI 2.97–4.51) and vascular disease (OR 1.67, 95% CI 1.32–2.10). We found no independent association between age, gender or race/ethnicity and eGFR slope. In patients who did not have diabetes or vascular disease, eGFR declined at 1.5 mL/min/1.73 m2 per year. Diabetes at baseline was associated with an additional decline of 1.38 mL/min/1.73 m2. Conclusions. Diabetes was the strongest predictor of both incident CKD as well as eGFR slope. Rates of incident CKD or in decline of kidney function did not differ by race or ethnicity in this cohort.
- 4 November 2009
- Published by Oxford University Press (OUP) in Nephrology Dialysis Transplantation
- Vol. 25  (3) , 801-807
Open AccessIncident chronic kidney disease and the rate of kidney function decline in individuals with hypertension
Background. Little is known about the decline of kidney function in patients with normal kidney function at baseline. Our objectives were to (i) identify predictors of incident chronic kidney disease (CKD) and (ii) to estimate rate of decline in kidney function. Methods. The study used a retrospective cohort of adult patients in a hypertension registry in an inner-city health care delivery system in Denver, Colorado. The primary outcome was development of incident CKD, and the secondary outcome was rate of change of estimated glomerular filtration rate (eGFR) over time. Results. After a mean follow-up of 45 months, 429 (4.1%) of 10 420 patients with hypertension developed CKD. In multivariate models, factors that independently predicted incident CKD were baseline age [odds ratio (OR) 1.13 per 10 years, 95% confidence interval (CI), 1.03–1.24], baseline eGFR (OR 0.69 per 10 units, 95% CI 0.65–0.73), diabetes (OR 3.66, 95% CI 2.97–4.51) and vascular disease (OR 1.67, 95% CI 1.32–2.10). We found no independent association between age, gender or race/ethnicity and eGFR slope. In patients who did not have diabetes or vascular disease, eGFR declined at 1.5 mL/min/1.73 m2 per year. Diabetes at baseline was associated with an additional decline of 1.38 mL/min/1.73 m2. Conclusions. Diabetes was the strongest predictor of both incident CKD as well as eGFR slope. Rates of incident CKD or in decline of kidney function did not differ by race or ethnicity in this cohort.