Matches in SemOpenAlex for { <https://semopenalex.org/work/W4309264286> ?p ?o ?g. }
- W4309264286 endingPage "e0000135" @default.
- W4309264286 startingPage "e0000135" @default.
- W4309264286 abstract "People with disabilities disproportionately experience negative health outcomes. Purposeful analysis of information on all aspects of the experience of disability across individuals and populations can guide interventions to reduce health inequities in care and outcomes. Such an analysis requires more holistic information on individual function, precursors and predictors, and environmental and personal factors than is systematically collected in current practice. We identify 3 key information barriers to more equitable information: (1) a lack of information on contextual factors that affect a person's experience of function; (2) underemphasis of the patient's voice, perspective, and goals in the electronic health record; and (3) a lack of standardized locations in the electronic health record to record observations of function and context. Through analysis of rehabilitation data, we have identified ways to mitigate these barriers through the development of digital health technologies to better capture and analyze information about the experience of function. We propose 3 directions for future research on using digital health technologies, particularly natural language processing (NLP), to facilitate capturing a more holistic picture of a patient's unique experience: (1) analyzing existing information on function in free text documentation; (2) developing new NLP-driven methods to collect information on contextual factors; and (3) collecting and analyzing patient-reported descriptions of personal perceptions and goals. Multidisciplinary collaboration between rehabilitation experts and data scientists to advance these research directions will yield practical technologies to help reduce inequities and improve care for all populations." @default.
- W4309264286 created "2022-11-25" @default.
- W4309264286 creator A5024339892 @default.
- W4309264286 creator A5027230693 @default.
- W4309264286 creator A5032911722 @default.
- W4309264286 creator A5039754917 @default.
- W4309264286 creator A5074225757 @default.
- W4309264286 date "2022-11-17" @default.
- W4309264286 modified "2023-09-30" @default.
- W4309264286 title "A roadmap to reduce information inequities in disability with digital health and natural language processing" @default.
- W4309264286 cites W1491452592 @default.
- W4309264286 cites W1541954861 @default.
- W4309264286 cites W1575144447 @default.
- W4309264286 cites W1777633626 @default.
- W4309264286 cites W1844194564 @default.
- W4309264286 cites W1973722897 @default.
- W4309264286 cites W1980288884 @default.
- W4309264286 cites W1985892520 @default.
- W4309264286 cites W1986657186 @default.
- W4309264286 cites W1995345409 @default.
- W4309264286 cites W2003889760 @default.
- W4309264286 cites W2013905896 @default.
- W4309264286 cites W2037168154 @default.
- W4309264286 cites W2045327518 @default.
- W4309264286 cites W2049535790 @default.
- W4309264286 cites W2069344703 @default.
- W4309264286 cites W2070774535 @default.
- W4309264286 cites W2087877852 @default.
- W4309264286 cites W2095154224 @default.
- W4309264286 cites W2096606832 @default.
- W4309264286 cites W2109819301 @default.
- W4309264286 cites W2118579843 @default.
- W4309264286 cites W2136616869 @default.
- W4309264286 cites W2140604975 @default.
- W4309264286 cites W2141099158 @default.
- W4309264286 cites W2141344358 @default.
- W4309264286 cites W2141703296 @default.
- W4309264286 cites W2160447026 @default.
- W4309264286 cites W2217463225 @default.
- W4309264286 cites W2310192454 @default.
- W4309264286 cites W2332517055 @default.
- W4309264286 cites W2339588776 @default.
- W4309264286 cites W2411969804 @default.
- W4309264286 cites W2466503410 @default.
- W4309264286 cites W2496601852 @default.
- W4309264286 cites W2510510635 @default.
- W4309264286 cites W2556349348 @default.
- W4309264286 cites W2608185292 @default.
- W4309264286 cites W2612595476 @default.
- W4309264286 cites W2621217768 @default.
- W4309264286 cites W2769358515 @default.
- W4309264286 cites W2783959021 @default.
- W4309264286 cites W2785602125 @default.
- W4309264286 cites W2796212360 @default.
- W4309264286 cites W2800898354 @default.
- W4309264286 cites W2803984570 @default.
- W4309264286 cites W2809705582 @default.
- W4309264286 cites W2810513666 @default.
- W4309264286 cites W2887691348 @default.
- W4309264286 cites W2888109941 @default.
- W4309264286 cites W2889467234 @default.
- W4309264286 cites W2892260156 @default.
- W4309264286 cites W2895112705 @default.
- W4309264286 cites W2901077282 @default.
- W4309264286 cites W2903074952 @default.
- W4309264286 cites W2903908956 @default.
- W4309264286 cites W29039706 @default.
- W4309264286 cites W2912527863 @default.
- W4309264286 cites W2914658614 @default.
- W4309264286 cites W2926000164 @default.
- W4309264286 cites W2944365483 @default.
- W4309264286 cites W2954884457 @default.
- W4309264286 cites W2969075152 @default.
- W4309264286 cites W2969938328 @default.
- W4309264286 cites W2970427548 @default.
- W4309264286 cites W2976566015 @default.
- W4309264286 cites W2977517995 @default.
- W4309264286 cites W2979989194 @default.
- W4309264286 cites W2981097444 @default.
- W4309264286 cites W2982126667 @default.
- W4309264286 cites W2984428029 @default.
- W4309264286 cites W2984982467 @default.
- W4309264286 cites W2999831617 @default.
- W4309264286 cites W3009978733 @default.
- W4309264286 cites W3012624518 @default.
- W4309264286 cites W3017513927 @default.
- W4309264286 cites W3026439258 @default.
- W4309264286 cites W3035296331 @default.
- W4309264286 cites W3042813839 @default.
- W4309264286 cites W3042983030 @default.
- W4309264286 cites W3082083802 @default.
- W4309264286 cites W3099487985 @default.
- W4309264286 cites W3109410822 @default.
- W4309264286 cites W3117432124 @default.
- W4309264286 cites W3135542296 @default.
- W4309264286 cites W3135993836 @default.
- W4309264286 cites W3139390182 @default.
- W4309264286 cites W3197451302 @default.