W3 Flashcards
what is the key goal of research design in aging, ND, and dementia?
provide both general-group and person-centered info about long-term aging pathways leading toward relatively healthier brain aging or sustained typical brain aging or towards CI and dementia
what is the key focus of research in aging and AD?
designing, collecting, analyzing and interpreting data
- reflect and display common patterns and diverse heterogeneities of individual and group cog and brain health aging
what is the key research interest of research?
identifying individual and group differences and changes in transitions, directions, RF, predictors (biomarkers) and responses (RR)
what are the interests associated with “change”?
description of change: what, when, how
explanation of change: why
differential change: degree of dynamic heterogeneity
modifiability of change: can we change the direction of change?
what is the fundamental feature of research design?
time -> change occurs over time
- explicit research attention to framing, studying, displaying or approx relevant aspects of group or individual differences may change over time
what do research designs require?
time-structured design and change-sensitive measures
what is the goal of research design?
detect and measure direction, rate, variability, responsivity
what are the two basic types of research design?
cross-sectional design
longitudinal design
what is CSL?
comparing diff groups on one occasion of measurement
what is LONG design?
following all individuals in one or more group across more than one time point or across clinical status transitions
(NA->MCI)
what are the strengths and weaknesses of CSL?
S: quick and inexpensive
W: detects group or age diff only, historical cohort effects
what are the strength and weaknesses of LONG?
S: age changes and transitions detectable
W: time consuming, expensive, historical cohort effects
what is the historical cohort effect?
aggregate of individuals who experiences same aging-related risk or protection exposures
- same historical time interval and as similar dosages of experience
- “Birth Cohort”
is historical and clinical cohort the same?
no
- clinical refers to groups of individuals classified according to objective clinical characteristics
what is the long-term effect of historical cohort effect?
persons may develop differently depending on cohort membership
what creates cohort differences?
major historical events or trends
on a graph how do you differentiate CSL from longitudinal?
CSL has no connecting points and LONG has connecting points
what is the limitation for CSL?
no direct info on intraindividual change and variability, or individual differences in change
what is the limitation for LONG?
direct indication of age changes but no necessarily the same profile across individuals, successive cohorts, diff generations
what is a limitation for both designs?
descriptive - no mechanisms or predictors
what is the complexity for inter-individuals differences?
no single normative path
what is the complexity for intra-individual variability?
within domain individuals can vary
what is the purpose of a theoretical model?
representation or framework for how things might work and how they might be explored
- roadmap
what are the methods for eval models?
usefulness in representing research results and providing direction for productive and theoretically important new studies and results
what do modern models do?
attempt to represent dynamic and interactive complexities of transitions in brain and cog aging
what are the 2 models of NA-MCI-AD transitions?
linear vs dynamic polygon
compare original dynamic polygon model vs recent models
og: broad integrative with important implications (dynamics and potential)
recent: suggest future steps, even broader view, dynamic interactions, broader health biomarkers
what are some applications for the polygon model?
early detection
intervention
what do the new models of AD pathways imply?
- time structured: dynamic, long-term
- interactive: expected, tested, within/across RF and biomarker domains
- modifiable and non-modifiable distinction
- multiple outcomes: CN, CI, CND
- intervention targets
what is the CCNA?
Canadian Consortium on Neurodegeneration in Aging
- 2020 Roadmap for ADRD research
what are the 2 types of large-scale epidemiological studies?
cross-sectional sequential design
long sequential design
what are the advantages of doing Long sequential designs?
- acceleration: “band” of aging covered can expand rapidly
- epidemiological progress: range of biomarkers, multiple modalities of predictors and mechanisms of actual change and outcomes can be tested
- early detection
- transition tracking