FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2893387434> ?p ?o ?g. }

• W2893387434 endingPage "155" @default.
• W2893387434 startingPage "124" @default.
• W2893387434 abstract "The rise of affordable sensors and apps has enabled people to monitor various health indicators via self-tracking. This trend encourages self-experimentation, a subset of self-tracking in which a person systematically explores potential causal relationships to try to answer questions about their health. Although recent research has investigated how to support the data collection necessary for self-experiments, less research has considered the best way to analyze data resulting from these self-experiments. Most tools default to using traditional frequentist methods. However, the US Agency for Healthcare Research and Quality recommends using Bayesian analysis for n-of-1 studies, arguing from a statistical perspective. To develop a complementary patient-centered perspective on the potential benefits of Bayesian analysis, this paper describes types of questions people want to answer via self-experimentation, as informed by (1) our experiences engaging with irritable bowel syndrome patients and their healthcare providers and (2) a survey investigating what questions individuals want to answer about their health and wellness. We provide examples of how those questions might be answered using (1) frequentist null hypothesis significance testing, (2) frequentist estimation, and (3) Bayesian estimation and prediction. We then provide design recommendations for analyses and visualizations that could help people answer and interpret such questions. We find the majority of the questions people want to answer with self-experimentation data are better answered with Bayesian methods than with frequentist methods. Our results therefore provide patient-centered support for the use of Bayesian analysis for n-of-1 studies." @default.
• W2893387434 created "2018-10-05" @default.
• W2893387434 creator A5003260642 @default.
• W2893387434 creator A5063071548 @default.
• W2893387434 creator A5066304043 @default.
• W2893387434 creator A5066568444 @default.
• W2893387434 creator A5068504623 @default.
• W2893387434 creator A5089605137 @default.
• W2893387434 date "2018-09-25" @default.
• W2893387434 modified "2023-10-16" @default.
• W2893387434 title "A Patient-Centered Proposal for Bayesian Analysis of Self-Experiments for Health" @default.
• W2893387434 cites W161772752 @default.
• W2893387434 cites W1757644187 @default.
• W2893387434 cites W1885665464 @default.
• W2893387434 cites W1913823733 @default.
• W2893387434 cites W1963704444 @default.
• W2893387434 cites W1965951432 @default.
• W2893387434 cites W1968110197 @default.
• W2893387434 cites W1974371611 @default.
• W2893387434 cites W1975523098 @default.
• W2893387434 cites W1977649253 @default.
• W2893387434 cites W1992840004 @default.
• W2893387434 cites W2009029684 @default.
• W2893387434 cites W2010875089 @default.
• W2893387434 cites W2027873737 @default.
• W2893387434 cites W2044846812 @default.
• W2893387434 cites W2047233471 @default.
• W2893387434 cites W2051741199 @default.
• W2893387434 cites W2054712596 @default.
• W2893387434 cites W2060123462 @default.
• W2893387434 cites W2068663235 @default.
• W2893387434 cites W2070936872 @default.
• W2893387434 cites W2071783720 @default.
• W2893387434 cites W2075046656 @default.
• W2893387434 cites W2081712113 @default.
• W2893387434 cites W2086898699 @default.
• W2893387434 cites W2091177731 @default.
• W2893387434 cites W2102661682 @default.
• W2893387434 cites W2105090664 @default.
• W2893387434 cites W2111308322 @default.
• W2893387434 cites W2114463818 @default.
• W2893387434 cites W2119303750 @default.
• W2893387434 cites W2121327289 @default.
• W2893387434 cites W2124211545 @default.
• W2893387434 cites W2131319384 @default.
• W2893387434 cites W2142477234 @default.
• W2893387434 cites W2143512323 @default.
• W2893387434 cites W2148701119 @default.
• W2893387434 cites W2148759199 @default.
• W2893387434 cites W2151586234 @default.
• W2893387434 cites W2152704932 @default.
• W2893387434 cites W2154880887 @default.
• W2893387434 cites W2156221064 @default.
• W2893387434 cites W2159903337 @default.
• W2893387434 cites W2162406531 @default.
• W2893387434 cites W2190270960 @default.
• W2893387434 cites W2201130268 @default.
• W2893387434 cites W2293040502 @default.
• W2893387434 cites W2398344594 @default.
• W2893387434 cites W2404411786 @default.
• W2893387434 cites W2507510592 @default.
• W2893387434 cites W2577537660 @default.
• W2893387434 cites W2589021616 @default.
• W2893387434 cites W2589849966 @default.
• W2893387434 cites W2610811641 @default.
• W2893387434 cites W2610811975 @default.
• W2893387434 cites W2736848882 @default.
• W2893387434 cites W2756147537 @default.
• W2893387434 cites W2758953274 @default.
• W2893387434 cites W2791498895 @default.
• W2893387434 cites W2799246381 @default.
• W2893387434 cites W2807988256 @default.
• W2893387434 cites W3124625789 @default.
• W2893387434 cites W4240809722 @default.
• W2893387434 cites W4241288015 @default.
• W2893387434 cites W4248681815 @default.
• W2893387434 cites W4309066014 @default.
• W2893387434 doi "https://doi.org/10.1007/s41666-018-0033-x" @default.
• W2893387434 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6398612" @default.
• W2893387434 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30847434" @default.
• W2893387434 hasPublicationYear "2018" @default.
• W2893387434 type Work @default.
• W2893387434 sameAs 2893387434 @default.
• W2893387434 citedByCount "11" @default.
• W2893387434 countsByYear W28933874342019 @default.
• W2893387434 countsByYear W28933874342020 @default.
• W2893387434 countsByYear W28933874342021 @default.
• W2893387434 crossrefType "journal-article" @default.
• W2893387434 hasAuthorship W2893387434A5003260642 @default.
• W2893387434 hasAuthorship W2893387434A5063071548 @default.
• W2893387434 hasAuthorship W2893387434A5066304043 @default.
• W2893387434 hasAuthorship W2893387434A5066568444 @default.
• W2893387434 hasAuthorship W2893387434A5068504623 @default.
• W2893387434 hasAuthorship W2893387434A5089605137 @default.
• W2893387434 hasBestOaLocation W28933874342 @default.
• W2893387434 hasConcept C101112237 @default.
• W2893387434 hasConcept C105795698 @default.
• W2893387434 hasConcept C107673813 @default.

• next