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Clark, Matthew M.

https://orcid.org/0000-0003-3887-4419

Mayo Clinic

Mayo Clinic

Citations 98

Social network intervention for cardiovascular risk reduction among Hispanic and Somali adults: a cluster randomized trial
Molina, Luz, Goodson, Miriam, Capetillo, Graciela Porraz, Osman, Ahmed, Ahmed, Yahye, Nur, Omar, Iteghete, Sheila, Dirie, Hana, Clark, Matthew M. , Njeru, Jane W. , Pardo, Laura Suarez, Zeratsky, Katherine, Rieck, Thomas, Herrin, Jeph, Wieland, Mark L. , Molina, Luz, Goodson, Miriam, Ahmed, Yahye, Lohr, Abby M. , Patten, Christi A. , Zeratsky, Katherine, Rieck, Thomas , Herrin, Jeph , Valente, Thomas William , Sia, Irene G.

Annals of Behavioral Medicine | April 13, 2026 | Volume: 60 | Issue: 1 | Pages: No page available

10.1093/abm/kaag020 Get It

Abstract Background Immigrants to the United States often face challenges from limited healthcare access and less healthy environments which contribute to rising obesity and cardiovascular risk. Purpose To assess the feasibility and effectiveness of a community-based social network intervention for cardiovascular risk reduction among Hispanic and Somali adults. Methods A social network-informed, community-based participatory research-derived health promotion intervention was delivered by Hispanic and Somali lay health promoters (HPs) to members of their social networks over 1 year (12 biweekly sessions in months 0-6; 12 biweekly check-ins in months 7-12). Using a closed-cohort stepped wedge cluster randomized design, social networks were randomly assigned to receive the intervention immediately or after a delay of 1 year. Measurements at baseline, 6 months, and 12 months were derived from 6 of the American Heart Association’s “Life’s Simple 7”: BMI, blood pressure, fasting glucose, cholesterol, physical activity and dietary quality (range 0-12, with higher values indicating lower cardiovascular risk). Waist circumference and proportion of participants who achieved >5% body weight loss were also assessed. Results Four hundred seventy-five participants were enrolled among 51 HPs (29 Hispanic; 22 Somali). There was a statistically significant improvement in cardiovascular risk in the intervention group (n = 246) compared with controls (n = 229) at 6 months (0.4 [1.8] vs. −0.1 [1.7]; P = .03) that was not sustained at 12 months (0.5 [1.9] vs. 0.3 [1.8]; P = .38). There was a statistically significant higher proportion of participants who lost >5% of body weight in the intervention group compared with controls at 12 months (37% [15] vs. 18% [7.9]; P = .02). Reductions in weight and waist circumference in the intervention group compared with controls did not achieve statistical significance. Conclusion A social network intervention, delivered by lay HPs was feasible and resulted in a modest improvement of cardiovascular risk and clinically significant weight loss. Clinical Trial Identification Number NCT05136339.
Development of A Screening Tool to Predict Post Intensive Care Syndrome (PICS) in Critically Ill Adults in a Prospective Cohort
Valle, Kathryn T. del , Harris, B. , Clark, Matthew M. , Philbrick, Kemuel L. , Cipriani, Ellie, Cornelius, P., SCHULTE, PHILLIP, Sonsalla, K., Guntupalli, Siva Kamal, Johnson, Andrea, Muir, Kristin, Karnatovskaia, Lioudmila V. , Del Valle, Kathryn T , Harris, Benjamin R E , Cornelius, Patrick , Sonsalla, Kelly, Karnatovskaia, Lioudmila , LeMahieu, Allison , Schulte, Phillip J.

Journal of Intensive Care Medicine | March 11, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1177/08850666261425642 Get It

Purpose Survivors of critical illness often acquire significant physical, cognitive, and psychological burdens following their intensive care unit (ICU) stay, termed “post-intensive care syndrome” (PICS). Screening for PICS is generally not performed outside of research settings largely due to lack of a simple assessment tool and time constraints. Methods This was a prospective cohort study at a single academic medical center in the USA. We included adults (18 years or older) who spent greater than 48 h in any ICU within the medical center. Following transfer out of the ICU and at 3 months, psychological, cognitive, and physical functioning were assessed using the Hospital Anxiety and Depression Scale, Impact of Event Scale-Revised, Montreal Cognitive Assessment-blind, and Barthel Index. We compared these validated questionnaires to a brief, 15-item PICS screening tool (5 questions/domain) that was developed by our multidisciplinary study team and administered to study participants after ICU discharge to general care. The primary objectives of this study were to assess the ability of validated screening tools administered at ICU discharge to predict PICS at 3 months and develop a novel screening tool for identifying patients at risk of PICS. Major Findings 191 participants completed the initial questionnaire, and 109 (56%) completed the 3-month follow-up. PICS tool scores were compared to 3-month follow-up data from validated questionnaires to evaluate predictive performance. Overall, the screening tool weakly-to-moderately correlated with continuous outcomes of the validated measures at 3-month follow-up. When evaluating sensitivity and specificity for individual domains, the screening tool had an area under curve of >0.7 for all three domains, indicating moderate-to-good sensitivity and specificity. Conclusions We developed a brief PICS screening tool that is feasible to use without prior training that modestly predicted the development of PICS following ICU stay.
Depression Symptoms in Patients With COPD: A Randomized Study of Home-Based Pulmonary Rehabilitation With Health Coaching
Benzo, Roberto, Roy, Madison, Benzo, M.V. , Clark, Matthew M. , Thomas, Benjamin, Benzo, Maria, Thomas, Benjamin

Journal of Cardiopulmonary Rehabilitation and Prevention | November 26, 2025 | Volume: 46 | Issue: 2 | Pages: 125-131

10.1097/hcr.0000000000000990 Get It

Purpose: Patients with chronic obstructive pulmonary disease (COPD) and symptoms of depression have increased health care utilization and lower quality of life. There is a knowledge gap regarding feasible and effective approaches for the management of depressive symptoms in patients with COPD. The objective of this randomized clinical trial sub-study is to determine whether 12-weeks of home-based pulmonary rehabilitation (PR) with health coaching is feasible and effective for improving depressive symptoms in patients with COPD. Methods: Patients with severe COPD and symptoms of depression (Patient Health Questionnaire-9 [PHQ-9] ≥5 points) randomized to the intervention (N = 90) or control (N = 78) groups in the parent study were included. The primary outcome of this sub-study was the 12-week change in the PHQ-9 score. Secondary outcomes included dyspnea, fatigue, emotions, and mastery (self-management) as measured by the Chronic Respiratory Questionnaire (CRQ) and daily physical activity and sleep measured by ActiGraph. Results: Home-based PR with health coaching was associated with improved measures of depression ( P = .07), dyspnea, fatigue, emotion, and mastery (self-management) ( P < .001). Being in the intervention group was associated with a higher odds of improving by the minimal clinically important difference on the PHQ-9 (OR = 2.10: 95% CI, 1.06-4.27), CRQ-Dyspnea (OR = 2.37: 95% CI, 1.11-5.26), CRQ-Fatigue (OR = 3.35: 95% CI, 1.59-7.35), CRQ-Emotions (OR = 4.59: 95% CI, 2.13-10.40), and CRQ-Mastery (OR = 3.36: 95% CI 1.60-7.28) after multivariable adjustment. The improvement in depression symptoms was maintained for 3 and 6 months after finishing the intervention. Conclusion: Home-based PR with health coaching is feasible and possibly effective in improving depressive symptoms and quality of life in patients with COPD and symptoms of depression.
Abstract P1150: Self-Efficacy is Associated with Health Behaviors Related to Cardiovascular Risk among Hispanic/Latinx and Somali Immigrants to the United States
Tranby, Brianna , Clark, Matthew M. , Novotny, Paul J. , Pardo, Laura Suarez, Iteghete, Sheila, Zeratsky, Katherine, Rieck, Thomas , Molina, Luz, Capetillo, Maria de la Luz Graciela Porraz, Amed, Yahye, Dirie, Hana, Sia, Irene G. , Lohr, Abby M. , Patten, Christi A. , Capetillo, Maria D Porraz, Wieland, Mark L.

Circulation | April 17, 2025 | Volume: 151 | Issue: Suppl_1 | Pages: No page available

10.1161/cir.151.suppl_1.p1150 Get It

Introduction: Despite being healthier than the general population on arrival, immigrants to the US often face systemic barriers to healthy lifestyle behaviors and increased risk of cardiovascular disease (CVD). Self-efficacy has been associated with healthy diet and physical activity behaviors, but associations and construct validity have not been well studied in large samples of immigrant populations. Hypothesis: Self-efficacy for a healthy diet and physical activity will be associated with better dietary quality and intake and more physical activity, respectively. We also assessed the construct validity of measurement scales in this population. Methods: Set in southeast Minnesota and embedded with the Rochester Healthy Community Partnership, a 20-year community-based participatory research partnership, the Healthy Immigrant Community study enrolled Hispanic/Latinx and Somali immigrants into a randomized intervention to reduce obesity and CVD risks. Baseline assessments included biometric measures and self-reports of dietary intake, physical activity, and quality of life in English, Spanish, or Somali. Two self-efficacy items (“How confident are you that you can eat a healthy diet?”; “How confident are you that you can participate in regular exercise or physical activity?”) were rated as a percentage interval (0%=not at all confident; 25%; 50%=somewhat confident; 75%; 100%=very confident). Results: In total, 451 participants, 268 (59%) Hispanic/Latinx and 183 (41%) Somali, completed baseline assessments for this analysis. The mean age was 45 years (range=18-87), 59% were female, and 37% lacked health insurance over ≤12 months. Participants reporting more confidence to eat a healthy diet were more likely to eat fruits and vegetables as snacks ( p =<0.001), and less likely to drink fruit drinks or sports drinks ( p =0.02) or regular soda ( p =<0.001). Those reporting more confidence to be physically active were also reported higher levels of physical activity ( p =0.001). Validated self-efficacy scales had a wide distribution of scores, suggesting that the measures can be appropriately used among these immigrant communities. Conclusion: Higher self-efficacy for a healthy diet and physical activity were significantly associated with healthier eating and physical activity behaviors. Lifestyle interventions to reduce CVD risk may benefit from incorporating culturally tailored strategies to enhance self-confidence and support health equity in immigrant communities.
Self-Efficacy is Associated with Health Behaviors Related to Obesity and Cardiovascular Risk among Hispanic/Latinx and Somali Immigrants to the United States
Tranby, Brianna , Clark, Matthew M. , Novotny, Paul J. , Pardo, Laura Suarez, Iteghete, Sheila, Zeratsky, Katherine, Rieck, Thomas , Molina, Luz, Capetillo, Graciela Porraz, Ahmed, Yahye, Dirie, Hana, Novotny, Paul, Lohr, Abby, Wieland, Mark, Sia, Irene G. , Lohr, Abby M. , Patten, Christi A. , Wieland, Mark L.

No container title available | February 19, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-6001516/v1 Get It

Abstract Background: Self-efficacy theory proposes that confidence to engage in a health behavior is associated with engaging in that specific behavior. Most research examining self-efficacy has been conducted with white young adult populations. This secondary analysis examined the association of self-efficacy (i.e., confidence) for healthy eating and physical activity in two immigrant communities. Methods: At enrollment into the Healthy Immigrant Community study, a clinical weight management and cardiovascular risk reduction intervention set in southeastern [state], 475 participants completed assessments about their confidence for healthy eating and physical activity. Measurements also included self-reports of dietary quality and intake, physical activity, quality of life, and biometric assessments. Study materials were available in English, Spanish, and Somali. Results In total, 450 adults (Hispanic/Latinx = 267; Somali = 183) completed measures at baseline and were included for analysis. Their average age was 45 years (range 18–87) and 59% were female. Confidence for healthy eating was significantly associated with self-report of eating healthy snacks ( p = < 0.0001) and less consumption of high-calorie drinks ( p = 0.02) and regular soda ( p = < 0.0001). Confidence to be physically active was significantly associated with more self-reported physical activity ( p = < 0.01). Conclusions Confidence to eat healthy and be physically active appears to be associated with having a healthier diet and higher levels of physical activity. Given the large sample size and strength of the associations, it also appears that the theoretical model of self-efficacy can be effectively measured and applied within these immigrant populations. Self-efficacy theory may be useful in understanding potential mediating mechanisms when designing future interventions with immigrant communities. ClinicalTrials.gov registration: NCT05136339; April 23, 2022
Digital behaviour change intervention for weight loss maintenance in adults with obesity: a feasibility pilot study of eCHANGE
Asbjørnsen, Rikke Aune , Børøsund, Elin , Hjelmesæth, Jøran , Smedsrød, Mirjam Lien , Ollivier, M. , Wentzel, Jobke , Clark, Matthew M. , Gemert‐Pijnen, Julia E.W.C. van , Nes, Lise Solberg , Solberg Nes, Lise , Børøsund, Elin , Ollivier, M.

Behaviour & Information Technology | September 10, 2024 | Volume: 44 | Issue: 11 | Pages: 2577-2595

10.1080/0144929x.2024.2399299 Get It

Clarification of our response to “The importance of diversity in Obesity articles”
Clark, Matthew M. , Wadden, Thomas A. , Redman, Leanne M. , Jensen, Michael D. , Wadden, Thomas A , Redman, Leanne , Jensen, Michael , Cardel, Michelle I.

Obesity | July 25, 2024 | Volume: 32 | Issue: 9 | Pages: 1607-1608

10.1002/oby.24112 Get It

Abstract P458: Negative Mood is Associated With Sociobehavioral Factors Contributing to Cardiovascular Risk in an Immigrant Population
Tranby, Brianna , Clark, Matthew M. , Novotny, Paul J. , Pardo, Laura Suarez, Iteghete, Sheila, Zeratsky, Katherine, Rieck, Thom, Molina, Luz, Porraz, Graciela, Ahmed, Yahye, Dirie, Hana, Sia, Irene G. , Lohr, Abby M. , Patten, Christi A. , Wieland, Mark L.

Circulation | May 16, 2024 | Volume: 149 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.149.suppl_1.p458 Get It

Introduction: Immigrants to the United States often experience structural barriers to healthy nutrition and physical activity, which increases their risk of developing obesity, cardiovascular disease (CVD), and other chronic conditions. In our prior work with immigrant communities to co-develop interventions to improve nutrition and physical activity, mood was identified as a possible mediating factor. Hypothesis: We hypothesized that self-reported negative mood would be associated with unhealthy lifestyle behaviors such as poor nutrition and less physical activity. We also evaluated the relationship between mood and sociobehavioral factors such as social support and community belongingness. Methods: The Healthy Immigrant Community (HIC) study, set in Rochester, Minnesota and embedded with the Rochester Healthy Community Partnership, is a randomized, waitlist-controlled obesity and CVD risk reduction intervention. Community-based mentoring and education for health behaviors are delivered by trained health promoters, who are members of the immigrant populations, to their social networks. Baseline self-reported and biometric measures assessed nutrition, physical activity, self-efficacy, and sociobehavioral effects on healthy lifestyle behaviors. On a single-item rating of mood over the past 7 days, responses of poor or fair were considered “negative”, while good, very good, or excellent were considered “positive”. Results: The HIC study enrolled 475 adult participants; 268 Hispanic/Latino and 181 Somali participants completed baseline measures and were included in this analysis. Of the 449 participants, 107 (24%) reported “negative” mood. This group was more likely to be Hispanic/Latino (74%), female (68%), uninsured in the past 12 months (46%), or younger age (mean = 41 years; range = 18-79). Participants who endorsed negative mood at baseline had lower healthy nutrition scores ( p =0.02), lower physical activity scores ( p =0.03), and less confidence in eating healthily ( p =0.001). Those reporting negative mood also reported less support from family and friends to eat healthy ( p =<0.001) and be physically active ( p =0.01), accessed community resources for healthy eating ( p =0.001) and physical activity ( p =<0.01) less often, and reported less sense of belonging to their community ( p =0.01) than those with positive mood. Conclusion: Negative mood was significantly associated with eating a less healthy diet and being sedentary, lower confidence in maintaining a healthy diet, less perceived social support for healthy behaviors, and less sense of belonging to the community among Hispanic/Latino and Somali immigrants. Behavioral interventions designed to support a healthy lifestyle may benefit from incorporating culturally-aligned mood management and sociobehavioral strategies to reduce CVD risk and promote health equity in immigrant populations.
Negative Mood is Associated with Sociobehavioral Factors Contributing to Cardiovascular Risk in an Immigrant Population
Tranby, Brianna , Clark, Matthew M. , Novotny, Paul J. , Pardo, Laura Suarez, Iteghete, Sheila, Zeratsky, Katherine, Rieck, Thomas , Molina, Luz, Capetillo, Graciela Porraz, Ahmed, Yahye, Dirie, Hana, Tranby, Brianna N., Sia, Irene G. , Lohr, Abby M. , Patten, Christi A. , Iteghete, Sheila O, Zeratsky, Katherine A

No container title available | March 12, 2024 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-3934645/v1 Get It

Abstract Background Immigrants to the United States, on average, accumulate cardiovascular risk after resettlement, including obesity. There is a need to co-create interventions to address these disparities, and mood may be an important mediating factor.Methods The Healthy Immigrant Community (HIC) study, set in southeast Minnesota, enrolled 475 adult participants in a weight loss intervention to reduce cardiovascular risk. Baseline questionnaires assessed mood, nutrition, physical activity, self-efficacy for healthy eating and physical activity, social support, and cohesion. A single-item mood rating of poor or fair was considered “negative”, while ratings of good, very good, or excellent were considered “positive”.Results A total of 449 HIC participants (268 Hispanic/Latino and 181 Somali) with complete baseline measures and were included in this analysis. Participants endorsing negative mood compared to those endorsing positive mood had lower scores for healthy eating (p = 0.02) and physical activity levels (p = 0.03), lower confidence in eating a healthy diet (p = 0.001), and felt less of a sense of belonging to their community (p = 0.01). Those endorsing negative mood also reported receiving less social support from their family and friends to eat healthy (p = < 0.001) and be physically active (p = 0.01), and less often accessed community resources for healthy eating (p = 0.001) and physical activity (p = < 0.01) compared to participants reporting positive mood.Conclusions Negative mood was associated with less healthy nutrition, lower confidence in eating healthy, sedentary lifestyle, and perceived lack of belonging to the community. Integrating mood management and self-efficacy strategies may enhance the effectiveness of lifestyle interventions among immigrants who report negative mood.ClinicalTrials.gov registration: NCT05136339; April 23, 2022
Abstract 14029: Association Between Depressive Symptoms Severity and Physiological Age as Determined by Artificial Intelligence-ECG
Medina‐Inojosa, Betsy J. , chen, zhuo, Clark, Matthew M. , Rajai, Nazanin , Friedman, Paul A. , Medina‐Inojosa, José R. , Lerman, Amir , Attia, Zachi I. , López-Jiménez, Francisco

Circulation | December 19, 2023 | Volume: 148 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.148.suppl_1.14029 Get It

Background: Depression is prevalent in almost half of patients with cardiovascular disease (CVD) and is associated with CVD and mortality. We used an artificial intelligence algorithm using ECG that predicts physiological age (ECG-Age) that has been linked to increased total and CVD mortality and CVD risk factors. We hypothesized that depressive symptoms would be associated with physiologic aging, as measured by AI-ECG Methods: A previously validated algorithm was applied to determine ECG-Age to 105,732 consecutive ECGs of individuals age ≥18 who sought care at Mayo Clinic between June 2019 and January 2022 and filled the Patient Health Questionnaire-9 (PHQ-9) within a month of ECG. PHQ-9 ascertains severity and frequency of depressive symptoms with values from 0 - 27 and were categorized as (None≤4, Mild 5-9, Moderate 10-14, Moderately severe 15-19 and Severe ≥20). Delta-Age was defined as ECG-Age minus chronological age and accelerated aging was defined as a Delta-Age >1SD above the mean. Logistic regression analyses associated PHQ-9 scores with positive Delta-Age while adjusting for CVD risk factors Results: Mean chronological age was 57±17 yr and mean ECG-Age 58±14 yr (R2 0.85, P < 0.0001), Delta-Age 0.71±9.40 yr, 58% women, average PHQ-9 5±6, 61% had none, 20% mild, 10 % moderate, 5%moderately severe and 4% had severe depressive symptoms. Delta-Age was 2.10 years higher in those with depressive symptoms, reflecting accelerated aging. Compared to those with no depressive symptoms, those with severe symptoms were 1.5 times more likely to have Delta-Age >1SD (OR 1.52 CI 95%1.73-1.33), independently of CV risk factors and the Charlson comorbidity index. Figure. There is significant attenuation of the association once accounting for age, sex and CVD risk factors Conclusions: Depressive symptoms are associated with physiologic aging, highlighting the role of depression in physiologic aging and the potential of preventive strategies in patients with depression and CVD