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WG Extended Set on Functioning. Proposed Guidelines for Analysis Mitchell Loeb National Center for Health Statistics, USA and Washington Group on Disability Statistics. WG short set of questions:. Because of a Health problem: Do you have difficulty seeing even if wearing glasses?
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WG Extended Set on Functioning Proposed Guidelines for Analysis Mitchell Loeb National Center for Health Statistics, USA and Washington Group on Disability Statistics
WG short set of questions: Because of a Health problem: • Do you have difficulty seeing even if wearing glasses? • Do you have difficulty hearing even if using a hearing aid? • Do you have difficulty walking or climbing stairs? • Do you have difficulty remembering or concentrating? • Do you have difficulty with (self-care such as) washing all over or dressing? • Using your usual language, do you have difficulty communicating (for example understanding or being understood by others)? Response categories: No difficulty; Yes, some difficulty; Yes, a lot of difficulty; Cannot do at all
What can the WG Short Set produce? Domain specific outputs: • continuum of functioning on each of the 6 domains • a set of disability indicators for each individual domain of functioning Overall outputs: • continuum of functioning over all domains • a set of disability indicators (based on different cut-offs) suitable for disaggregation • a recommended disability indicator for disaggregation and international comparisons
Prevalence (weighted %) by domain and degree of difficulty At least: Source: NHIS 2013; n=16777; ages 18+
Disability prevalence USA Source: NHIS 2013; n=16777; ages 18+
WG Recommendation For purposes of reporting and generating internationally comparable data, the WG has recommended the following cutoff be used to define the population of persons with disabilities: • The sub-population identified as with disability includes those with at least one domain that is coded as a lot of difficultyor cannot do it at all.
Disability by employment Source: NHIS 2013; n=13404; ages 18-64
WG Extended Set: • includes additional domains of functioning that were not in the Short Set (upper body functioning, affect, pain, and fatigue) • includes more information per domain (for example, use of assistive devices/aids, and functioning with and without assistance)
Going from SS to Extended set What are the challenges in going from a single question per domain to multiple questions per domain? • To create domain specific indicators for domains with more than one question. • To combine multiple indicators to form a continuum of functional difficulty. • To determine the ‘added value’ of multiple questions and the additional domains.
Vision: Short/Extended set questions • Do you have difficulty seeing, even when wearing glasses? (SS) • Do you have difficulty clearly seeing someone’s face across a room, even when wearing glasses? • Do you have difficulty clearly seeing a picture on a coin, even when wearing glasses? Initial analyses using extended set questions (difficulty with near and far vision) did not create a continuum of functioning, so the questions were not included in the Extended set.
Do you have difficulty seeing, even when wearing glasses? SS Source: NHIS 2013; n=16767; ages 18+
Upper body: Short/Extended set questions • Do you have difficulty with self-care, such as washing all over or dressing? (SS) • Do you have difficulty raising a 2 liter bottle of water or soda from waist to eye level? • Do you have difficulty using your hands and fingers, such as picking up small objects, for example, a button or pencil, or opening or closing containers or bottles? Note: Q2 & Q3 are used for the upper body indicator. Q1 remains the self-care indicator.
Do you have difficulty with self-care, such as washing all over or dressing? SS Source: NHIS 2013; n=16755; ages 18+
Difficulty lifting 2 liter bottle by difficulty using hands/fingers Source: NHIS 2013; n=16750; ages 18+
Upper body Indicator Source: NHIS 2013; n=16750; ages 18+
Employment status last week by upper body indicator Source: NHIS 2013; n=12987; ages 18-64
Anxiety: Extended set questions • How often do you feel worried, nervous or anxious? (Frequency) • Thinking about the last time you felt worried, nervous or anxious, how would you describe the level of these feelings? (Intensity) • (Do you take medication for these feelings?)
Challenge to combining the questions into a single anxiety indicator • Medication variable: what did taking medication for anxiety mean? Should everyone reporting medication use be considered anxious? • Medication is an accommodation. (Prevalence of taking medication is 9.2%) • What kind of medication are they taking? • Are people reporting their anxiety with or without medication?
Anxiety: Frequency by Intensity Source: NHIS 2013; n=16646; ages 18+
Anxiety Indicator Source: NHIS 2013; n=16646; ages 18+
Employment status last week by Anxiety indicator Source: NHIS 2013; n=12914; ages 18-64
K6 score by Anxiety indicator Source: NHIS 2013; n=16646; ages 18+
WG Extended set: Pain, Fatigue, Anxiety, Depression (PFAD) Source: NHIS 2013; n=16777; ages 18+
WG Extended set: Defining the population with disability Source: NHIS 2013; n=16777; ages 18+
WG Extended set: Defining the population with disability Source: NHIS 2013; n=16777; ages 18+
WG Extended set: Defining the population with disability Source: NHIS 2013; n=16777; ages 18+
WG Extended set: Defining the population with disability Source: NHIS 2013; n=16777; ages 18+
WG Extended set: Defining the population with disability Source: NHIS 2013; n=16777; ages 18+
WG Extended set: Defining the population with disability Source: NHIS 2013; n=16777; ages 18+
WG Extended set: Defining the population with disability Source: NHIS 2013; n=16777; ages 18+
WG Extended set: Defining the population with disability Source: NHIS 2013; n=16777; ages 18+
WG Extended set: Defining the population with disability Source: NHIS 2013; n=16777; ages 18+
Defining the population with disability for disaggregation Source: NHIS 2013; n=16777; ages 18+
Defining the population with disability for disaggregation Source: NHIS 2013; n=13404; ages 18-64