Digital Health Education to Improve Cardiovascular Health Across Different Socioeconomic Groups: e-DUCASS Advance (e-DUCASS Adv)
Educational Strategy in Populations of Different Socioeconomic Status to Improve Cardiovascular Health Through a Digital Health Literacy Program: e-DUCASS Advance
The e-DUCASS Advance study is a randomized study evaluating whether a 24-month digital health education program can improve cardiovascular health among people living in Córdoba, Spain, and representing different socioeconomic backgrounds and areas of the city. Approximately 600 participants aged 12 to 79 years will be enrolled. Participants will be assigned by family so that members of the same family remain in the same study group.
All participants will first receive an initial basic health education workshop covering healthy eating, physical activity, sleep, tobacco use, and other health-related behaviors. Families will then be randomly assigned to one of two groups. The control group will receive no additional educational intervention, whereas the digital intervention group will receive weekly educational content through a web-based application or messaging channels. This content will include short videos, infographics, knowledge assessments, motivational activities, and access to support.
Cardiovascular health will be assessed at baseline, 12 months, and 24 months using the American Heart Association's Life's Essential 8 score. This score evaluates diet, physical activity, nicotine exposure, sleep, body mass index, blood lipids, blood glucose, and blood pressure.
The study will compare changes in cardiovascular health between the two groups and examine whether the effect of the program differs according to the socioeconomic characteristics of the participants' areas of residence. Other assessments will include adherence to a Mediterranean lifestyle, health and nutrition literacy, physical activity and sedentary behavior, chronotype, quality of life, anxiety, and depression.
연구 개요
상세 설명
e-DUCASS Advance is a 24-month, parallel-group, cluster-randomized controlled trial designed to evaluate the effectiveness of an enhanced digital health literacy intervention for improving cardiovascular health among people with different socioeconomic backgrounds in Córdoba, Spain. Participants are recruited from across the city.
The household is the unit of randomization, ensuring that all participating members of the same household are assigned to the same trial arm and reducing the risk of contamination between groups. Households are randomized in a 1:1 ratio to the control or digital intervention group using stratified permuted block randomization.
Randomization is stratified by socioeconomic status and household composition, resulting in six strata. Household composition is classified into three categories: households with children, households comprising two or more adults without children, and single-person households. Socioeconomic status is categorized as high or low-middle. Households within the upper income quintile of the municipal distribution for Córdoba, based on the 2023 Household Income Distribution Atlas of the Spanish National Statistics Institute, are classified as high income. All remaining households are classified within the low-middle-income category.
The randomization sequence was generated by an independent statistical programmer using the blockrand package, version 1.5, in R statistical software, version 4.4.2. Allocation was centralized, and researchers responsible for participant recruitment were unaware of the block sizes and upcoming assignments. Randomization was implemented in three successive waves as recruitment progressed, following a prespecified master randomization log.
After the baseline clinical and sociodemographic assessment, all participants receive an initial basic health education workshop addressing healthy eating, physical activity, sleep, tobacco use, and other cardiovascular health-related behaviors. Participants assigned to the control group receive no further structured educational intervention. Participants assigned to the digital intervention group receive weekly educational content through a web-based application or messaging channels for 24 months.
The digital intervention is based on three components: education, evaluation, and motivation. Educational materials include short videos and infographics with practical and accessible messages about cardiovascular health and healthy lifestyles. Brief assessments are used to reinforce knowledge and monitor engagement. Motivational activities, participation feedback, and access to support are intended to encourage sustained interaction with the program and the adoption of healthier behaviors.
Participants undergo study assessments at baseline, 12 months, and 24 months. These assessments include clinical history, anthropometric measurements, blood pressure, body composition, and biochemical measurements. Cardiovascular health is evaluated using the American Heart Association's Life's Essential 8 score, ranging from 0 to 100 and comprising diet, physical activity, nicotine exposure, sleep health, body mass index, blood lipids, blood glucose, and blood pressure.
The primary objective is to compare changes in Life's Essential 8 between the digital intervention and control groups and to examine whether the effect of the intervention differs according to household socioeconomic status. Secondary objectives include evaluating changes in adherence to a Mediterranean lifestyle, health and nutrition literacy, dietary habits, physical activity and sedentary behavior, chronotype, quality of life, anxiety, and depression. Potential differences according to age and sex will also be explored.
The target enrollment is approximately 600 participants aged 12 to 79 years. The sample size calculation accounts for household-level clustering and expected losses to follow-up. Longitudinal analyses will account for repeated measurements and the clustering of participants within households.
연구 유형
등록 (추정된)
단계
- 해당 없음
연락처 및 위치
연구 연락처
- 이름: e-DUCASS Advance Study Team
- 전화번호: +34 680 761 975
- 이메일: educass.advance@imibic.org
연구 장소
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Córdoba, 스페인, 14004
- 모병
- Instituto Maimónides de Investigación Biomédica de Córdoba
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연락하다:
- e-DUCASS Advance Study Team
- 전화번호: +34 680 761 975
- 이메일: educass.advance@imibic.org
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참여기준
자격 기준
공부할 수 있는 나이
건강한 자원 봉사자를 받아들입니다
연구 대상 성별
설명
Inclusion Criteria:
- Age 12 to 79 years.
- Provision of written informed consent. For participants younger than 18 years, written informed consent from a parent or legal guardian and assent from the participant, when appropriate, are required.
- Both healthy individuals and individuals with stable medical conditions are eligible. No specific disease or cardiovascular risk factor is required for participation.
Exclusion Criteria:
- Life expectancy of less than 5 years.
- Inability to complete the study intervention or scheduled study procedures, either independently or, when applicable, with support from a parent, legal guardian, or household member.
- Serious or unstable medical conditions that could limit participation, follow-up, or survival, including hypertension or diabetes with target-organ damage affecting survival, disabling clinical manifestations of cerebrovascular disease, severe psychiatric illness, advanced chronic kidney disease, chronic liver disease, cancer under active treatment, severe or very severe chronic obstructive pulmonary disease, endocrine disease at risk of decompensation, or clinically significant chronic gastrointestinal disease.
공부 계획
연구는 어떻게 설계됩니까?
디자인 세부사항
- 주 목적: 방지
- 할당: 무작위
- 중재 모델: 병렬 할당
- 마스킹: 더블
무기와 개입
참가자 그룹 / 팔 |
개입 / 치료 |
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간섭 없음: Control group
No further intervention |
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실험적: Digital Intervention Group
Participants receive the initial basic health education workshop provided to all study participants, followed by a 24-month enhanced digital health literacy intervention. Weekly educational content is delivered through a web-based application or messaging channels and includes short videos, infographics, brief knowledge assessments, motivational activities, participation feedback, and access to support. The content addresses healthy eating, physical activity, sleep, tobacco use, and other health-related behaviors aimed at improving cardiovascular health. |
The intervention is a 24-month enhanced digital health literacy program designed to improve cardiovascular health through sustained education on healthy lifestyles. Participants receive new educational content weekly through a web-based application. Content includes short videos and summary infographics addressing healthy eating, physical activity, sleep health, avoidance of tobacco and nicotine exposure, and other cardiovascular health-related behaviors. The program combines education, evaluation, and motivation. Brief knowledge assessments reinforce learning, while information on content access and views is used to monitor engagement. Motivational activities, participation feedback, and access to support are provided to encourage adherence and sustained behavior change. Content is adapted when appropriate for adolescent participants.
다른 이름들:
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연구는 무엇을 측정합니까?
주요 결과 측정
결과 측정 |
측정값 설명 |
기간 |
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Mean Change From Baseline in Life's Essential 8 Score at 24 Months
기간: Baseline and 24 months
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Cardiovascular health will be assessed using the American Heart Association's Life's Essential 8 score. The overall score is calculated as the mean of eight component scores: diet, physical activity, nicotine exposure, sleep health, body mass index, blood lipids, blood glucose, and blood pressure. Each component and the overall score range from 0 to 100 points, with higher scores indicating better cardiovascular health. |
Baseline and 24 months
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2차 결과 측정
결과 측정 |
측정값 설명 |
기간 |
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Mean Change From Baseline in Life's Essential 8 Score at 12 Months
기간: Baseline and 12 months
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Cardiovascular health will be assessed using the American Heart Association's Life's Essential 8 score. The overall score is calculated as the mean of eight component scores: diet, physical activity, nicotine exposure, sleep health, body mass index, blood lipids, blood glucose, and blood pressure. Each component and the overall score range from 0 to 100 points, with higher scores indicating better cardiovascular health. |
Baseline and 12 months
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Mean Change From Baseline in Mediterranean Lifestyle Index Score at 24 Months
기간: Baseline and 24 months
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Adherence to the Mediterranean lifestyle will be assessed using the 28-item Mediterranean Lifestyle Index (MEDLIFE), which evaluates Mediterranean food consumption, Mediterranean dietary habits, physical activity, rest, and social interaction. Each item is scored as 0 or 1, producing an overall score ranging from 0 to 28 points. Higher scores indicate greater adherence to a Mediterranean lifestyle. |
Baseline and 24 months
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Mean Change From Baseline in Mediterranean Diet Adherence Screener Score at 24 Months
기간: Baseline and 24 months
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Adherence to the Mediterranean diet will be assessed using the 14-item Mediterranean Diet Adherence Screener (MEDAS). Each item contributes 0 or 1 point, resulting in a total score ranging from 0 to 14 points. Higher scores indicate greater adherence to the Mediterranean dietary pattern. |
Baseline and 24 months
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Mean Change From Baseline in Physical Activity at 24 Months
기간: Baseline and 24 months
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Physical activity will be assessed using the International Physical Activity Questionnaire (IPAQ), a validated self-reported instrument evaluating physical activity performed during the previous seven days. A physical activity score will be derived according to the standardized IPAQ scoring procedure, with higher values indicating a greater level of physical activity. |
Baseline and 24 months
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Mean Change From Baseline in Patient Health Questionnaire-9 Score at 24 Months
기간: Baseline and 24 months
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Depressive symptoms will be assessed using the 9-item Patient Health Questionnaire (PHQ-9). Each item is scored from 0 to 3, producing a total score ranging from 0 to 27 points. Higher scores indicate greater severity of depressive symptoms. For each participant, change will be calculated as the 24-month score minus the baseline score. |
Baseline and 24 months
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Mean Change From Baseline in Generalized Anxiety Disorder-7 Score at 24 Months
기간: Baseline and 24 months
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Anxiety symptoms will be assessed using the 7-item Generalized Anxiety Disorder scale (GAD-7). Each item is scored from 0 to 3, producing a total score ranging from 0 to 21 points. Higher scores indicate greater severity of anxiety symptoms. For each participant, change will be calculated as the 24-month score minus the baseline score. |
Baseline and 24 months
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Mean Change From Baseline in EQ-5D-5L Index Score at 24 Months
기간: Baseline and 24 months
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Health-related quality of life will be assessed using the EQ-5D-5L questionnaire, which evaluates mobility, self-care, usual activities, pain or discomfort, and anxiety or depression. Each dimension has five levels of severity. Responses will be converted into a health utility index using the Spanish EQ-5D-5L value set. The index has a maximum value of 1, representing full health, and may include values below 0 for health states considered worse than death. Higher values indicate better health-related quality of life. Change will be calculated as the 24-month index value minus the baseline value. |
Baseline and 24 months
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기타 결과 측정
결과 측정 |
측정값 설명 |
기간 |
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Mean Change From Baseline in Life's Essential 8 Score at 24 Months by Baseline Chronotype
기간: Baseline and 24 months
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Baseline chronotype will be assessed using the Morningness-Eveningness Questionnaire. The questionnaire score ranges from 16 to 86 points, with higher scores indicating a greater morning preference. Participants will be classified as having a morning, intermediate, or evening chronotype according to prespecified scoring criteria. Mean change in the Life's Essential 8 score from baseline to 24 months will be evaluated within each chronotype category to determine whether the effect of the digital intervention on cardiovascular health differs according to baseline chronotype. |
Baseline and 24 months
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Association of Circadian Health Parameters With Baseline Life's Essential 8 Score and Its Change at 24 Months
기간: Seven-day circadian monitoring during the first months after enrollment; Life's Essential 8 assessed at baseline and 24 months
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Circadian health will be assessed once during a seven-day monitoring period conducted within the first months after enrollment using the KronoWise KW-5 wrist-worn device. The device continuously records distal skin temperature, motor activity, wrist position, light exposure, and sleep-wake patterns. Prespecified parameters derived from these signals will be used to characterize circadian timing, amplitude, regularity, fragmentation, and sleep. These circadian health parameters will be examined in relation to the baseline Life's Essential 8 score and prospectively in relation to the change in Life's Essential 8 score from baseline to 24 months. |
Seven-day circadian monitoring during the first months after enrollment; Life's Essential 8 assessed at baseline and 24 months
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Mean Change From Baseline in Life's Essential 8 Score at 24 Months by Sex
기간: Baseline and 24 months
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Mean change in the Life's Essential 8 score from baseline to 24 months will be evaluated separately according to sex recorded at baseline. The overall score ranges from 0 to 100 points, with higher scores indicating better cardiovascular health. Differences in the effect of the digital intervention according to sex will be assessed using a prespecified interaction analysis. |
Baseline and 24 months
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Mean Change From Baseline in Life's Essential 8 Score at 24 Months by Age Group
기간: Baseline and 24 months
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Mean change in the Life's Essential 8 score from baseline to 24 months will be evaluated according to four prespecified age groups: adolescents aged 12 to 19 years, young adults aged 20 to 39 years, middle-aged adults aged 40 to 64 years, and older adults aged 65 to 79 years. These categories are based on the age ranges used in American Heart Association population analyses of Life's Essential 8. The overall score ranges from 0 to 100 points, with higher scores indicating better cardiovascular health. Differences in the effect of the digital intervention across age groups will be assessed using a prespecified interaction analysis. |
Baseline and 24 months
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Mean Change From Baseline in Life's Essential 8 Diet Component Score at 12 and 24 Months
기간: Baseline, 12 months, and 24 months
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The diet component of Life's Essential 8 will be scored from 0 to 100 points using the age-appropriate American Heart Association criteria. Higher scores indicate a healthier dietary pattern. For each participant, changes will be calculated as the 12-month score minus the baseline score and as the 24-month score minus the baseline score. |
Baseline, 12 months, and 24 months
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Mean Change From Baseline in Life's Essential 8 Physical Activity Component Score at 12 and 24 Months
기간: Baseline, 12 months, and 24 months
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The physical activity component of Life's Essential 8 will be scored from 0 to 100 points using the age-appropriate American Heart Association criteria. Higher scores indicate a more favorable level of physical activity. For each participant, changes will be calculated as the 12-month score minus the baseline score and as the 24-month score minus the baseline score. |
Baseline, 12 months, and 24 months
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Mean Change From Baseline in Life's Essential 8 Nicotine Exposure Component Score at 12 and 24 Months
기간: Baseline, 12 months, and 24 months
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The nicotine exposure component of Life's Essential 8 will be scored from 0 to 100 points using the age-appropriate American Heart Association criteria. Higher scores indicate lower exposure to tobacco and nicotine. For each participant, changes will be calculated as the 12-month score minus the baseline score and as the 24-month score minus the baseline score. |
Baseline, 12 months, and 24 months
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Mean Change From Baseline in Life's Essential 8 Sleep Health Component Score at 12 and 24 Months
기간: Baseline, 12 months, and 24 months
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The sleep health component of Life's Essential 8 will be scored from 0 to 100 points using the age-appropriate American Heart Association criteria. Higher scores indicate a more favorable sleep duration. For each participant, changes will be calculated as the 12-month score minus the baseline score and as the 24-month score minus the baseline score. |
Baseline, 12 months, and 24 months
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Mean Change From Baseline in Life's Essential 8 Body Mass Index Component Score at 12 and 24 Months
기간: Baseline, 12 months, and 24 months
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The body mass index component of Life's Essential 8 will be scored from 0 to 100 points using the age-appropriate American Heart Association criteria. Higher component scores indicate a more favorable body mass index category. For each participant, changes will be calculated as the 12-month score minus the baseline score and as the 24-month score minus the baseline score. |
Baseline, 12 months, and 24 months
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Mean Change From Baseline in Life's Essential 8 Blood Lipids Component Score at 12 and 24 Months
기간: Baseline, 12 months, and 24 months
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The blood lipids component of Life's Essential 8 will be scored from 0 to 100 points using the age-appropriate American Heart Association criteria. Higher scores indicate a more favorable blood lipid profile. For each participant, changes will be calculated as the 12-month score minus the baseline score and as the 24-month score minus the baseline score. |
Baseline, 12 months, and 24 months
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Mean Change From Baseline in Life's Essential 8 Blood Glucose Component Score at 12 and 24 Months
기간: Baseline, 12 months, and 24 months
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The blood glucose component of Life's Essential 8 will be scored from 0 to 100 points using the age-appropriate American Heart Association criteria. Higher scores indicate a more favorable glycemic profile. For each participant, changes will be calculated as the 12-month score minus the baseline score and as the 24-month score minus the baseline score. |
Baseline, 12 months, and 24 months
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Mean Change From Baseline in Life's Essential 8 Blood Pressure Component Score at 12 and 24 Months
기간: Baseline, 12 months, and 24 months
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The blood pressure component of Life's Essential 8 will be scored from 0 to 100 points using the age-appropriate American Heart Association criteria. Higher scores indicate a more favorable blood pressure profile. For each participant, changes will be calculated as the 12-month score minus the baseline score and as the 24-month score minus the baseline score. |
Baseline, 12 months, and 24 months
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공동 작업자 및 조사자
수사관
- 수석 연구원: Pablo Pérez Martínez, Professor, PhD, MD, Instituto Maimónides de Investigación Biomédica de Córdoba
연구 기록 날짜
연구 주요 날짜
연구 시작 (실제)
기본 완료 (추정된)
연구 완료 (추정된)
연구 등록 날짜
최초 제출
QC 기준을 충족하는 최초 제출
처음 게시됨 (실제)
연구 기록 업데이트
마지막 업데이트 게시됨 (실제)
QC 기준을 충족하는 마지막 업데이트 제출
마지막으로 확인됨
추가 정보
이 연구와 관련된 용어
기타 연구 ID 번호
- PI24/00875
- PI24/00875 (기타 보조금/기금 번호: Instituto de Salud Carlos III (ISCIII))
개별 참가자 데이터(IPD) 계획
개별 참가자 데이터(IPD)를 공유할 계획입니까?
IPD 계획 설명
Deidentified individual participant data underlying the results reported in study publications may be shared with qualified researchers from academic institutions for scientifically sound, non-commercial research. Access will be subject to approval by the study principal investigators and compliance with applicable ethical, institutional, and data-protection requirements. Data will be provided through a secure, controlled-access mechanism and may require an approved research proposal and a data-use agreement. No directly identifying participant information will be shared.
IPD 공유 기간
Beginning 12 months after publication of the primary study results and remaining available for 5 years thereafter.
IPD 공유 액세스 기준
Access may be granted to qualified researchers affiliated with academic or public research institutions who submit a scientifically sound proposal for non-commercial research. Requests should be submitted to the study principal investigator and will be reviewed by the study investigators. Access will require approval of the proposed analyses, compliance with applicable ethical, institutional, and data-protection requirements, and execution of a data-use agreement prohibiting participant re-identification and unauthorized onward sharing. Approved researchers will receive only the deidentified individual participant data necessary for the approved purpose, together with the available supporting documentation, through a secure controlled-access mechanism.
IPD 공유 지원 정보 유형
- 연구_프로토콜
- ICF
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