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2 types of scientific methods to generate knowledge about health:
Epidemiology and biostatistics
this course is a blend of both
Types of health research
Clinical Population Biological (basic medical)
Clinical research
ways to prevent, diagnose, and treat health issues that affect individuals and families
Population research
focuses on the health outcomes and the determinants of health in groups of humans - populations
Biological research
looks at changes at human cellular level that can be related to health outcomes
the 5 steps of the research process:
Identify a study question
select a general study approach
design the study and collect data
analyze data
Write and share a report about the findings
Demography
study of human populations, therefore used in population health research
Exposure, disease/outcome, population (ED/OP)
Exposure: A personal characteristic (socioeconomic status), environmental encounter or intervention that might change the likelihood of developing a health condition
Disease/ Outcome: An observed event such as the presence of disease in a participant study
Population: A group of individuals, communities or organizations with identifiable similar characteristics
Standard of health Research: PICOT
P: patient or population group and problem that will be studied I: Intervention that will be tested C: What will the intervention be compared to, Control group? O: Outcome of interest? T: Timeframe for follow-up?
A good research question must be:
A real question Testable Generalizable Purposeful
Sequential vs Independent Objectives
Sequential: Chronological list of actions that will achieve the main goal
Independent: Related but independent objectives. When one objective is not achieved, it will not prevent successful completion of the other objectives
SMART
Specific, Measurable, Attainable, Realistic, Timely
Theoretical framework
a set of established models in the published literature that can inform the components and flows of the conceptual framework for a new research study
Lalonde's model
First modern Western government doc to propose the health field look beyond the biomedical health care system
proposed health field = human biology + environment + lifestyle + health care organization
Evans and Stoddart Model
Provides a broad conceptual framework for considering the factors that influence health in a community
Eco-social model: The big picture
Macrosystem Exosystem Mesosystem Microsystem The individual: sex, age, health
conceptual model
the model a researcher sketches using boxes and arrows to illustrate the various relationships that will affect the study
Protective factor
a factor that reduces a person's potential for harmful behavior
nonmodifiable factor
a risk factor for a disease that CANNOT be changed through health interventions. e.g. age -> cannot be reduced.
Modifiable risk factors
a risk factor that CAN be avoided or mitigated
3 levels of prevention
Primary
Secondary
Tertiary
primary prevention
Efforts to prevent an injury or illness from ever occurring. e.g. nutritious diets, exercise
Secondary prevention
Early identification of potential illness, providing treatment, and conducting activities that prevent worsening health status. e.g. early detection and treatment of diabetes
tertiary prevention
Actions, such as immediate and effective medical treatment, that are taken after illness, injury, or abuse occurs and that reduce the harm or preventing disability.
Comorbidity
the co-occurrence of two or more disorders in a single individual
Hypothesis
An informed assumption about the likely outcome of a well-designed investigation that can be tested using scientific methods. Should also be falsifiable
Directed Acyclic Graph (DAG)
uses nodes and arrows to illustrate hypothesized pathways
Feasibility acronym: FINER
F: Feasible I: Interesting N: Novel E: Ethical R: Relevant