Lifestyle-related education and counseling resource utilization and cardiovascular biomarkers in midlife women with low physical activity
Health plan-based resources are promising avenues for decreasing cardiovascular disease risk. This study examined associations of lifestyle-related resource utilization within a healthcare delivery system and cardiovascular biomarkers among midlife women with low physical activity. Midlife women (45...
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2021-09-01
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doaj-e16f2c9f5fc54cf2a051c70e049911192021-08-14T04:29:54ZengElsevierPreventive Medicine Reports2211-33552021-09-0123101401Lifestyle-related education and counseling resource utilization and cardiovascular biomarkers in midlife women with low physical activitySylvia E. Badon0Nerissa Nance1Renee Fogelberg2Charles Quesenberry3Monique M. Hedderson4Lyndsay A. Avalos5Kaiser Permanente Northern California Division of Research, Oakland CA, United States; Corresponding author.Kaiser Permanente Northern California Division of Research, Oakland CA, United StatesThe Permanente Medical Group, Oakland CA, United StatesKaiser Permanente Northern California Division of Research, Oakland CA, United StatesKaiser Permanente Northern California Division of Research, Oakland CA, United StatesKaiser Permanente Northern California Division of Research, Oakland CA, United StatesHealth plan-based resources are promising avenues for decreasing cardiovascular disease risk. This study examined associations of lifestyle-related resource utilization within a healthcare delivery system and cardiovascular biomarkers among midlife women with low physical activity. Midlife women (45-55 years old) with <10 min/week of reported physical activity at a primary care visit within a large integrated healthcare delivery system in Northern California in 2015 (n = 55,393) were identified. Within this cohort, subsequent lifestyle-related health education and individual coaching resource utilization, and the next recorded physical activity, weight, systolic blood pressure, plasma glucose, HDL and LDL cholesterol measures up to 2 years after the index primary care visit were identified from electronic health records. We used a multilevel linear model to estimate associations. About 3% (n = 1587) of our cohort had ≥1 lifestyle-related resource encounter; 0.3% (n = 178) had ≥ 4 encounters. Participation in ≥4 lifestyle-related resource encounters (compared to none) was associated with 51 more minutes/week of physical activity (95% CI: 33,69) at the next clinical measurement in all women, 6.2 kg lower weight (95% CI: −7.0,-5.5) at the next measurement in women with obesity, and 8–10 mg/dL lower plasma glucose (95% CI: −30,14 and −23,2, respectively) at the next measurement in women with diabetes or prediabetes. Our results support the sustained utilization of health plan-based lifestyle-related resources for improving physical activity, weight, and plasma glucose in high-risk midlife women. Given the observed low utilization, health system-wide efforts may be warranted to increase utilization of lifestyle-related resources in this population.http://www.sciencedirect.com/science/article/pii/S2211335521000917LifestyleCounselingHealth educationMidlifeWomen |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Sylvia E. Badon Nerissa Nance Renee Fogelberg Charles Quesenberry Monique M. Hedderson Lyndsay A. Avalos |
spellingShingle |
Sylvia E. Badon Nerissa Nance Renee Fogelberg Charles Quesenberry Monique M. Hedderson Lyndsay A. Avalos Lifestyle-related education and counseling resource utilization and cardiovascular biomarkers in midlife women with low physical activity Preventive Medicine Reports Lifestyle Counseling Health education Midlife Women |
author_facet |
Sylvia E. Badon Nerissa Nance Renee Fogelberg Charles Quesenberry Monique M. Hedderson Lyndsay A. Avalos |
author_sort |
Sylvia E. Badon |
title |
Lifestyle-related education and counseling resource utilization and cardiovascular biomarkers in midlife women with low physical activity |
title_short |
Lifestyle-related education and counseling resource utilization and cardiovascular biomarkers in midlife women with low physical activity |
title_full |
Lifestyle-related education and counseling resource utilization and cardiovascular biomarkers in midlife women with low physical activity |
title_fullStr |
Lifestyle-related education and counseling resource utilization and cardiovascular biomarkers in midlife women with low physical activity |
title_full_unstemmed |
Lifestyle-related education and counseling resource utilization and cardiovascular biomarkers in midlife women with low physical activity |
title_sort |
lifestyle-related education and counseling resource utilization and cardiovascular biomarkers in midlife women with low physical activity |
publisher |
Elsevier |
series |
Preventive Medicine Reports |
issn |
2211-3355 |
publishDate |
2021-09-01 |
description |
Health plan-based resources are promising avenues for decreasing cardiovascular disease risk. This study examined associations of lifestyle-related resource utilization within a healthcare delivery system and cardiovascular biomarkers among midlife women with low physical activity. Midlife women (45-55 years old) with <10 min/week of reported physical activity at a primary care visit within a large integrated healthcare delivery system in Northern California in 2015 (n = 55,393) were identified. Within this cohort, subsequent lifestyle-related health education and individual coaching resource utilization, and the next recorded physical activity, weight, systolic blood pressure, plasma glucose, HDL and LDL cholesterol measures up to 2 years after the index primary care visit were identified from electronic health records. We used a multilevel linear model to estimate associations. About 3% (n = 1587) of our cohort had ≥1 lifestyle-related resource encounter; 0.3% (n = 178) had ≥ 4 encounters. Participation in ≥4 lifestyle-related resource encounters (compared to none) was associated with 51 more minutes/week of physical activity (95% CI: 33,69) at the next clinical measurement in all women, 6.2 kg lower weight (95% CI: −7.0,-5.5) at the next measurement in women with obesity, and 8–10 mg/dL lower plasma glucose (95% CI: −30,14 and −23,2, respectively) at the next measurement in women with diabetes or prediabetes. Our results support the sustained utilization of health plan-based lifestyle-related resources for improving physical activity, weight, and plasma glucose in high-risk midlife women. Given the observed low utilization, health system-wide efforts may be warranted to increase utilization of lifestyle-related resources in this population. |
topic |
Lifestyle Counseling Health education Midlife Women |
url |
http://www.sciencedirect.com/science/article/pii/S2211335521000917 |
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