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NIH Health Disparities Framework Levels of Influence
individual, interpersonal, community, societal
NIH Health Disparities Framework Domains of Influence
biological, behavioral, physical/built environment, sociocultural environment, healthcare system
NIH Health Disparities Framework Health Outcomes
individual health, family/organizational health, community health, population health
other frameworks
gender & sexual minority health disparity framework, social & cultural influence of Native Hawaiian health, historical & sociocultural influences for American Indian and Alaska Native nations
socio-ecological theory
suggests that context plays an important role in the development of health problems
individual health is nested in relationship, community, and societal relationships
health is influenced by multiple levels (individual, interpersonal, community, society)
the same environment may have different effects on an individual’s health depending on a variety of factors
individuals and groups operate in multiple environments (e.g. workplace, neighborhood, larger geographic communities) that “spill over” and influence each other
there are personal and environmental intervention points that exert vital influences on health and well-being
life course theory
the study of physical or social exposures during gestation, childhood, adolescence, young adulthood, and later adult life, on health outcomes
the accumulation of different types of exposures (such as environmental, socioeconomic, and behavioral) may cause long term damage
critical period
a limited time window in which an exposure can have adverse effects on health outcomes
damage is permanent and irreversible
sensitive period
a time period when an exposure has a stronger effect on disease risk than it would at other times; outside the sensitive time period the effect of any exposure will be weaker
damage may be reversible
health equity requires
multi-level and multi-domain interventions
physical environment
encompasses places, infrastructure, neighborhoods, and communities
top 10 environmental causes of death
stroke
ischemic heart disease
unintentional injuries
cancer
chronic respiratory diseases
diarrheal disease (viral or bacterial pathogens)
respiratory infections
neonatal conditions
malaria
intentional injuries
environmental factors
air pollution, inadequate water & sanitation, chemicals, radiation, community noise, occupational risks, agricultural practices, built environments, climate change, housing, rural vs. urban, walkability, food access, green space, transportation
when you think about environment, always ask yourself:
what types of toxins/contaminant/pollutants are you exposed to in your environments?
what type of resources are available in your environments?
theoretical models of toxin exposure
immediate effects - brief exposure to a toxin causes a damage/disease quite promptly
sensitive/critical period - exposure during an especially sensitive window of time is extremely influential, and after the temporal window closes, the exposure is no longer relevant
cumulative biological - each exposure period induces permanent physiologic harm and increases risk for disease
geographic information systems (GIS)
a tool that facilitates understanding the relationship between geographic data and health
area deprivation index (ADI)
a measure that ranks neighborhoods based on socioeconomic disadvantage, assessing factors like income, education, and employment to evaluate health disparities
census tract
geographical representation of an area
community-level sampling
allows for the level or spread of a contamination to be measured at the community or neighborhood level
does not account for person-specific differences in mobility, behavior, or time spent in microenvironments which may contribute the most to their total exposure
personal-level sampling
personal monitoring is thought to be the gold standard in external exposure assessment; usually entails GPS, phone, or wearable sensor-based technology
consequences of segregation
the activation of deleterious biopsychosocial pathways due to chronic stress (individual level)
repeated exposure to adverse conditions within certain neighborhoods (community level)
laws that lead to inequitable access to quality healthcare services (societal level)
effects of redlining
lower levels of public/private investment
decreased property values
decreased education and healthcare access
higher density housing/poorer quality public housing
fewer parks/green spaces
less reliable city services
more factories/industrialized areas = pollution
environment & dementia risk study
study objective - to evaluate the association between long-term exposure to ambient air pollution and dementia incidence in older adults
pollution metrics of interest - PM2.5, NO2, ozone (O3)
covariates - neighborhood SES, behavioral risk factors, health-care capacity variables
results - PM2.5 associated with greatest risk for developing dementia, followed by NO2; Black people, people on Medicaid, and people 75 and older are at greatest risk for dementia from each toxin
green space & dementia risk study
study objective - to investigate associations between road proximity and exposures to air pollution, and effects greenness, on non-Alzheimer’s dementia, Parkinson’s and Alzheimer’s disease, and multiple sclerosis within a population-based cohort
results - NO2 increased risk while greenness decreased risk
air pollution effect on the brain
once inhaled, pollutants can enter the brain directly via the olfactory pathway
they may also enter indirectly through the circulatory system after they penetrate lung tissue
both of these cause inflammation within local tissue
this systemic inflammation can cause neuroinflammation and cerebrovascular damage
pollutants can also activate the hypothalamic-pituitary-adrenal (HPA) axis; activation of the stress response increases cortisol levels in the blood
prolonged activation of inflammatory cytokines and cortisol alter the brain
exposure to greener, natural environments can reduce pollutant levels and increase exposure to health-promoting chemicals
heat & hospitalizations study
study objective - to evaluate the effects of heatwaves on hospitalizations and deaths; to examine whether individual-level (age, sex) and community-level (community vegetation) factors altered the consequences of heatwaves on hospitalizations
results - most hospitalizations on first day and 4-5 days after heatwave started; older patients more likely to be hospitalized; women AD patients more likely to be hospitalized; roughly 13% of hospitalized patients lived in suburbs with high community vegetation; roughly 50% of hospitalized patients in suburbs with low community vegetation died
cultural identity formation
vertical transmission - transfer of cultural elements from parents
more common in small, traditional societies
oblique transmission - transfer of cultural elements from non-parental adults (other members of parent’s generation)
horizontal transmission - transfer of cultural elements from peers
more common in modern, economically developed societies
cultural transmission within the same culture
enculturation - through passive and social learning, the developing individual gradually acquires the values, language, and core elements of the immediate culture
socialization - through formal instruction or the deliberate shaping of the child’s behaviors and beliefs; ensures members of the cultural group learn those attributes deemed by broader society to be an essential way of life
acculturation
the bidirectional process of change and accommodation that occurs when two or more cultural groups come into direct contact; the exchange of cultural elements between members of different cultures
4 outcomes of acculturation
assimilation - accepts receiving culture, rejects one’s own
integration - bicultural adoption of receiving culture and relative retention of heritage culture
marginalization - rejects both cultures
separation - rejects receiving culture, accepts one’s own
acculturation and health outcomes
acculturation strategies are linked to mortality and chronic disease burden
marginalization is generally linked to higher levels of stress and chronic diseases
incredibility variability in health outcomes among Latinos of Mexican, Puerto Rican, Cuban, and other cultural heritage groups
factors that explain the variability: socioeconomic status, education level, language fluency, immigration status, and the number of generations that have lived in the US
effects of culture on decision to seek care
perceived susceptibility and severity of dementia - there are cross-cultural differences in time to initial dementia evaluation and level of impairment; in general, minority groups are generally more impaired and in the later stages of the disease process at initial evaluation
perceived benefits of seeking care - minority groups have less access to care; less awareness or knowledge of medication options; higher levels of familial responsibility an caregiving
perceived threats of seeking care - discrimination; stigma; cultural competency of providers
culturally biased test items
Boston Naming Test is a picture naming task that is commonly used in dementia assessments but may disadvantage individuals from diverse cultural backgrounds who are unfamiliar with the items
Americans value speed over accuracy, and the interpretation of crossing out 2s and 7s is based on speed over accuracy
American culture emphasizes attunement to a focal object and is less sensitive to context; Americans made fewer errors on the absolute task but made more errors in the relative task
cultural factors in cognitive assessments
education (level, quality literacy)
culture (and acculturation)
language (spoken and English proficiency)
economic (issues)
communication (style)
testing situation (comfort and motivation)
intelligence (concept of)
context of immigration
biological impact of stress
hyperactivation of amygdala, increased attention and memory, anxious mood state, increase heart rate and blood pressure, immune system suppression, increased glucose levels and adiposity deposits
HPA axis
hypothalamic-pituitary-adrenal axis is responsible for regulating bodily functions that include increasing glucose levels for energy, suppressing immune response, and promoting fight or flight response
temporal course of stress response
rapid increase in physiological response followed by a recovery; the degree of the physiological response is directly proportional to the perceived threat
the body should return to pre-stress levels of functioning/homeostasis after the threat has passed
allostasis - an adaptive change in physiological functioning to respond to a threat
short-term allostasis can help to overcome acute challenges and ensure survival by forcing systems to function outside their normal ranges (temporary adaptive change)
long-term allostasis is maladaptive because prolonged changes in physiological functioning are taxing on the body
repeated exposure to the same stressor can lead to a failure to habituate or adapt
allostatic load
takes into consideration the long-term cost of repeated stress and wear-and-tear on the body and brain
is a measure of the strain on the body produced by ups and downs of physiological systems under challenge
chronic stress permanently alters the body’s physiological response
higher allostatic load (more abnormal biomarkers) is associated with an increased risk for death and can be observed across the lifespan, including in children
the negative effects of stress can potentially be translated into disease outcomes and health disparities later in life
is associated with more widespread reductions in brain volume in older adults relative to other health conditions
structural violence
a way of understanding the inequities and explains how the organization of society has put individuals and populations in harm’s way
Tuskegee syphilis study
a controversial clinical study conducted in the United States between 1932 and 1972, which involved knowingly withholding treatment for syphilis (penicillin) from African American men to study the disease's progression
led to the 1979 Belmont Report and federal laws and regulations requiring institutional review boards for the protection of human subjects in research studies
Henrietta Lacks
was an African American woman whose cancer cells were taken without her knowledge or consent in 1951. Her cells, known as HeLa cells, were vital for medical research and contributed significantly to advancements in cancer and infectious diseases
medical mistrust
an absence of trust that health care providers and organizations genuinely care for patients’ interests, are honest, practice confidentiality, and have the competence to produce the best possible results
related to past legacies of mistreatment, but also stems from people’s contemporary experiences of discrimination in health care - from inequities in access to health insurance, health care facilities, and treatments to institutional practices that make it more difficult to obtain care
Belmont principles
respect for persons - participants should be treated as autonomous individuals, and those with less autonomy should be afforded special protection
informed consent - procedure by which potential participants learn about the study, including its risks and benefits, and decide whether or not they would like to participate
beneficence - researchers must take protections to minimize harm to their participants and ensure their well-being
anonymous study - no identifying information collected
confidential study - identifying information collected but protected and not disclosed to others
justice - there must be a fair balance between the kinds of people who participate in the research and the kinds of people who benefit from it
institutional review board (IRB)
committee responsible for interpreting ethical principles and ensuring that university researchers are abiding by these principles in their studies
nature vs nurture
current view is interconnected, not opposing alternatives
many behaviors are the result of biological predispositions and environmental experiences
eugenics
coined by sir Francis Galton, who believed that intelligence was genetically determined and that we could measure it scientifically
the scientific attempt to genetically improve the human species through selective parenthood
development of IQ tests
created by Alfred Binet and Theodore Simon to help identifying children in French schools who needed more help
Binet’s cardinal principles:
the scores are practical devices and they do not define anything innate or permanent; we may not designate what they measure as “intelligence”
the score is a rough empirical guide for identifying learning-disabled children who need special help; it is not a device for normal children
whatever the cause of the difficulty in children identified for help, emphasis shall be placed on improvement through special training; low scores shall not be used to mark children as innately incapable
Henry Goddard was an American psychologist that dismantled Binet’s intentions and used the IQ test to sort people into intellectual categories
he found that 80% of the population of immigrants that he studied were “feeble-minded”
Robert Yerkes used IQ testing on army recruits in WWI
abuse of IQ testing lead to US laws of compulsory sterilization policies (inspiration for the Nazis)
Flynn effect
the observed rise over time in standardized IQ test scores (approx. 3 points per decade)
using old norms means we overestimate the person’s current IQ
use of old norms make it harder to diagnose someone as impaired; current norms are a more accurate estimation of current abilities
clinical trials
3 phases before being approved
placebo-controlled - study participants are randomly chosen to receive the experimental treatment, and some receive a placebo
double-blinded - participants and study staff are unaware of who receives the drug and who gets the placebo
Aduhelm/Aducanumab
outcomes of interest - amyloid reduction and cognitive decline
futility analyses from pooled data showed the drug trial was unlikely to show positive therapeutic effects
post-hoc analyses of EMERGE (high dose) vs ENGAGE (low dose) arms found “some evidence of efficacy in that drug reduced amyloid levels”
a lot of adverse events like edema, amyloid-related imaging abnormalities (ARIA), and microhemorrhage caused a lot to withdraw from the study
only the high dose in EMERGE had any cognitive effects
was very expensive like bruh
justice
describes a state where the dismantling of structural and systemic inequities (and the laws and policies that sustain them) is not only achieved, but new structures and systems are instituted that deliberately reinforce their elimination
community-based participatory research (CBPR)
community-based - grounded in the needs, issues, concerns of the communities, and the community-based organizations that serve them
participatory - directly engages communities and community knowledge in the research process
action based and oriented - enhances the strategic action that leads to community transformation and social change
goal is to create an equal partnership that ensures we create interventions that are responsive to the community’s needs
CBPR practices
varying degrees to which the community is involved, but they are involved
research design is done with community and academic representatives; ongoing and cyclic process
needs assessment, data collection, implementation, and evaluation is everyone’s responsibility
long-term sustainability is a priority
benefits to CBPR
helps dismantle the lack of trust communities may exhibit in relation to research
enhances the 3 R’s (rigor, relevance, reach)
cons to CBPR
costly
time consuming
academy is not well integrated with community in many places
history of harm against communities may contribute to hesitancy to form partnerships or engage
a4 clinical trial
wanted at least 20% of people screened for enrollment at each recruitment site to be form minoritized racial and ethnic groups; only 8% were
they weren’t screening enough minority participants (doing a good job of recruiting from the potential pool)
sci-comm
practice of informing, educating, and raising awareness of science-related topics