Matches in SemOpenAlex for { <https://semopenalex.org/work/W4223992912> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W4223992912 endingPage "781" @default.
- W4223992912 startingPage "769" @default.
- W4223992912 abstract "Abstract Real world data (RWD) are generating greater interest in recent times despite being not new. There are various purposes of the RWD analytics in medical research as follows: effectiveness and safety of medical treatment, epidemiology such as incidence and prevalence of disease, burden of disease, quality of life and activity of daily living, medical costs, etc. The RWD research in medicine is a mixture of digital transformation, statistics or data science, public health, and regulatory science. Most of the articles describing the RWD or real-world evidence (RWE) in medical research cover only a portion of these specializations, which might lead to an incomplete understanding of the RWD. This article summarizes the overview and challenges of the RWD analysis in medical fields from methodological perspectives. As the first step for the RWD analysis, data source of the RWD should be comprehended. The progress of the RWD is closely related to the digitization, especially of medical administrative data and medical records. Second, the selection of appropriate statistical and epidemiological methods is highly critical for an RWD analysis than those for randomized clinical trials. This is because it contains greater varieties of bias, which should be controlled by balancing the underlying risk between treatment groups. Last, the future of the RWD is discussed in terms of overcoming limited data by proxy confounders, using unstructured text data, linking of multiple databases, using the RWD or RWE for a regulatory purpose, and evaluating values and new aspects in medical research brought by the RWD." @default.
- W4223992912 created "2022-04-19" @default.
- W4223992912 creator A5047067013 @default.
- W4223992912 creator A5082936913 @default.
- W4223992912 date "2022-04-13" @default.
- W4223992912 modified "2023-09-30" @default.
- W4223992912 title "Real world data and data science in medical research: present and future" @default.
- W4223992912 cites W1987811240 @default.
- W4223992912 cites W2051866975 @default.
- W4223992912 cites W2085576455 @default.
- W4223992912 cites W2104344587 @default.
- W4223992912 cites W2110818436 @default.
- W4223992912 cites W2111714917 @default.
- W4223992912 cites W2117157607 @default.
- W4223992912 cites W2150291618 @default.
- W4223992912 cites W2151847940 @default.
- W4223992912 cites W2346275821 @default.
- W4223992912 cites W2400529174 @default.
- W4223992912 cites W2406368917 @default.
- W4223992912 cites W2560688864 @default.
- W4223992912 cites W2602458679 @default.
- W4223992912 cites W2602609302 @default.
- W4223992912 cites W2766061722 @default.
- W4223992912 cites W2775554754 @default.
- W4223992912 cites W2889425946 @default.
- W4223992912 cites W2898109712 @default.
- W4223992912 cites W2945912081 @default.
- W4223992912 cites W2995118312 @default.
- W4223992912 cites W3027747864 @default.
- W4223992912 cites W3084470313 @default.
- W4223992912 cites W3105664613 @default.
- W4223992912 cites W3133056290 @default.
- W4223992912 cites W3134769649 @default.
- W4223992912 cites W3138581499 @default.
- W4223992912 cites W3141415385 @default.
- W4223992912 cites W3141812064 @default.
- W4223992912 cites W3175044876 @default.
- W4223992912 cites W3187723159 @default.
- W4223992912 cites W3190428147 @default.
- W4223992912 cites W3195586393 @default.
- W4223992912 cites W3197648598 @default.
- W4223992912 cites W4210297421 @default.
- W4223992912 cites W4225693113 @default.
- W4223992912 cites W4233958921 @default.
- W4223992912 cites W4243220370 @default.
- W4223992912 doi "https://doi.org/10.1007/s42081-022-00156-0" @default.
- W4223992912 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35437515" @default.
- W4223992912 hasPublicationYear "2022" @default.
- W4223992912 type Work @default.
- W4223992912 citedByCount "2" @default.
- W4223992912 countsByYear W42239929122023 @default.
- W4223992912 crossrefType "journal-article" @default.
- W4223992912 hasAuthorship W4223992912A5047067013 @default.
- W4223992912 hasAuthorship W4223992912A5082936913 @default.
- W4223992912 hasBestOaLocation W42239929121 @default.
- W4223992912 hasConcept C106977388 @default.
- W4223992912 hasConcept C119857082 @default.
- W4223992912 hasConcept C124101348 @default.
- W4223992912 hasConcept C142724271 @default.
- W4223992912 hasConcept C2522767166 @default.
- W4223992912 hasConcept C2780148112 @default.
- W4223992912 hasConcept C41008148 @default.
- W4223992912 hasConcept C535046627 @default.
- W4223992912 hasConcept C71924100 @default.
- W4223992912 hasConceptScore W4223992912C106977388 @default.
- W4223992912 hasConceptScore W4223992912C119857082 @default.
- W4223992912 hasConceptScore W4223992912C124101348 @default.
- W4223992912 hasConceptScore W4223992912C142724271 @default.
- W4223992912 hasConceptScore W4223992912C2522767166 @default.
- W4223992912 hasConceptScore W4223992912C2780148112 @default.
- W4223992912 hasConceptScore W4223992912C41008148 @default.
- W4223992912 hasConceptScore W4223992912C535046627 @default.
- W4223992912 hasConceptScore W4223992912C71924100 @default.
- W4223992912 hasIssue "2" @default.
- W4223992912 hasLocation W42239929121 @default.
- W4223992912 hasLocation W42239929122 @default.
- W4223992912 hasLocation W42239929123 @default.
- W4223992912 hasOpenAccess W4223992912 @default.
- W4223992912 hasPrimaryLocation W42239929121 @default.
- W4223992912 hasRelatedWork W1593479910 @default.
- W4223992912 hasRelatedWork W2096829463 @default.
- W4223992912 hasRelatedWork W2130544840 @default.
- W4223992912 hasRelatedWork W2347219288 @default.
- W4223992912 hasRelatedWork W2367057661 @default.
- W4223992912 hasRelatedWork W2379805967 @default.
- W4223992912 hasRelatedWork W2390133987 @default.
- W4223992912 hasRelatedWork W2748952813 @default.
- W4223992912 hasRelatedWork W2899084033 @default.
- W4223992912 hasRelatedWork W4255987442 @default.
- W4223992912 hasVolume "5" @default.
- W4223992912 isParatext "false" @default.
- W4223992912 isRetracted "false" @default.
- W4223992912 workType "article" @default.