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Models of Health Promotion and Illness Prevention I01:25

Models of Health Promotion and Illness Prevention I

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A model is a theoretical way to understand a concept or an idea. Models can overcome barriers to health regardless of diverse economic and cultural backgrounds. In addition, models make the task easier by providing different ways to approach complex issues. There are two major health promotion models: the health belief model and the health promotion model.
The health belief model (HBM) attempts to predict health-related behavior in specific belief patterns. According to the HBM, a person's...
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Models of Health Promotion and Illness Prevention II01:18

Models of Health Promotion and Illness Prevention II

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The person's health status fluctuates continually, varying from being in good health to becoming ill and returning to being healthy. To understand the concept of illness prevention, there are two models. First, the health-illness continuum model is a graphic representation of an individual's wellness. It states that a person is considered healthy in the absence of physical disease and the presence of good emotional health.
The agent-host-environment model states that disease results...
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Concepts of Health and Illness01:29

Concepts of Health and Illness

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Health is a condition of the body, mind, and spirit where an individual remains free from illness. Similarly, wellness is an active state, including living a lifestyle that promotes physical, mental, and emotional health. Physical health is critical for the overall well-being and can be affected by lifestyle, activity level, diet, and behavior. The highest attainable standard of health is a fundamental and universal human right. Consider Lisa, a fifteen-year-old born with congenital...
18.9K
Levels of Health Promotion and Illness Prevention01:26

Levels of Health Promotion and Illness Prevention

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Health promotion allows a person to control the determinants of health, resulting in an improved health status. It enhances the quality of life and reduces premature deaths. Health promotion and illness prevention programs help people make beneficial choices to reduce the risk of disease and disabilities. There are three health promotion and illness prevention levels: primary, secondary, and tertiary prevention.
In primary prevention, actions taken before disease onset prevent the disease from...
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Longitudinal Research02:20

Longitudinal Research

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Sometimes we want to see how people change over time, as in studies of human development and lifespan. When we test the same group of individuals repeatedly over an extended period of time, we are conducting longitudinal research. Longitudinal research is a research design in which data-gathering is administered repeatedly over an extended period of time. For example, we may survey a group of individuals about their dietary habits at age 20, retest them a decade later at age 30, and then again...
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Analysis of Population Pharmacokinetic Data01:12

Analysis of Population Pharmacokinetic Data

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Analysis of population pharmacokinetic data involves studying the behavior of drugs within diverse populations to understand their pharmacokinetic parameters. Traditional pharmacokinetic methods typically involve collecting samples from a few individuals and estimating these parameters. While these methods are commonly used, they have limitations in capturing the variability in drug response among individuals or heterogeneous populations. Population pharmacokinetics is employed to address these...
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Related Experiment Video

Updated: Feb 27, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
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Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index

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Health perception of a population-based study from 2006 to 2023 using multilevel modelling.

Joni Marcio de Farias1, Priscila Custódio Martins1, Leandro de Oliveira Carpes1

  • 1Postgraduate Program in Public Health - PPGSCol, University of the Extreme South of Santa Catarina - UNESC, Criciuma, Brazil.

Frontiers in Sports and Active Living
|February 26, 2026
PubMed
Summary

Health perception in Brazil has declined over 17 years, with significant regional disparities. Factors like healthy weight, education, and exercise positively impact perceived health, highlighting the need for accessible physical activity promotion.

Keywords:
BMIeducationepidemiologyexercisetemporal analysis

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Area of Science:

  • Public Health
  • Epidemiology
  • Health Services Research

Background:

  • Health perception is a crucial indicator of population well-being.
  • Understanding trends and determinants of health perception is vital for public health policy.
  • The Brazilian population's health perception over time and across regions requires detailed analysis.

Purpose of the Study:

  • To analyze 17-year trends (2006-2023) in Brazilian population's health perception.
  • To investigate individual (BMI, education, sex, exercise) and contextual (region, year) factors influencing health perception.
  • To identify disparities and inform targeted public health interventions.

Main Methods:

  • Utilized data from the Surveillance System for Risk and Protective Factors for Chronic Diseases by Telephone Survey (Vigitel).
  • Included 799,695 participants across Brazil.
  • Employed multilevel regression analysis to assess health perception variations.

Main Results:

  • Health perception values showed a declining trend over the study period.
  • Significant regional disparities in health perception were observed across Brazil.
  • Higher health perception was associated with healthy BMI, increased education, and regular exercise (>30 min).
  • No significant differences in health perception were found between males and females.

Conclusions:

  • Declining health perception and regional inequalities necessitate urgent public health action.
  • Promoting physical activity through accessible, quality public spaces with exercise guidance is recommended.
  • Future strategies should focus on reducing health inequities and improving access to health-promoting environments.