FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3010807040> ?p ?o ?g. }

• W3010807040 abstract "In the data pipeline from the data collection process to the planned statistical analyses, initial data analysis (IDA) typically takes place between the end of the data collection and do not touch the research questions. A systematic process for IDA and clear reporting of the findings would help to understand the potential shortcomings of a dataset, such as missing values, or subgroups with small sample sizes, or shortcomings in the collection process, and to evaluate the impact of these shortcomings on the research results. A clear reporting of findings is also relevant when making datasets available to other researchers. Initial data analyses can provide valuable insights into the suitability of a data set for a future research study. Our aim was to describe the practice of reporting of initial data analyses in observational studies in five highly ranked medical journals with focus on data cleaning, screening, and reporting of findings which led to a potential change in the analysis plan.This review was carried out using systematic search strategies with eligibility criteria for articles to be reviewed. A total of 25 papers about observational studies were selected from five medical journals published in 2018. Each paper was reviewed by two reviewers and IDA statements were further discussed by all authors. The consensus was reported.IDA statements were reported in the methods, results, discussion, and supplement of papers. Ten out of 25 papers (40%) included a statement about data cleaning. Data screening statements were included in all articles, and 18 (72%) indicated the methods used to describe them. Item missingness was reported in 11 papers (44%), unit missingness in 15 papers (60%). Eleven papers (44%) mentioned some changes in the analysis plan. Reported changes referred to missing data treatment, unexpected values, population heterogeneity and aspects related to variable distributions or data properties.Reporting of initial data analyses were sparse, and statements on IDA were located throughout the research articles. There is a lack of systematic reporting of IDA. We conclude the article with recommendations on how to overcome shortcomings in the practice of IDA reporting in observational studies." @default.
• W3010807040 created "2020-03-23" @default.
• W3010807040 creator A5054140739 @default.
• W3010807040 creator A5055560019 @default.
• W3010807040 creator A5071006594 @default.
• W3010807040 creator A5078835349 @default.
• W3010807040 creator A5087540891 @default.
• W3010807040 date "2020-03-13" @default.
• W3010807040 modified "2023-10-10" @default.
• W3010807040 title "Hidden analyses: a review of reporting practice and recommendations for more transparent reporting of initial data analyses" @default.
• W3010807040 cites W2010745216 @default.
• W3010807040 cites W2116810060 @default.
• W3010807040 cites W2144981148 @default.
• W3010807040 cites W2409461485 @default.
• W3010807040 cites W2603815490 @default.
• W3010807040 cites W2754973711 @default.
• W3010807040 cites W2762211323 @default.
• W3010807040 cites W2766234217 @default.
• W3010807040 cites W2772659301 @default.
• W3010807040 cites W2782209540 @default.
• W3010807040 cites W2782431511 @default.
• W3010807040 cites W2783062462 @default.
• W3010807040 cites W2783631626 @default.
• W3010807040 cites W2784040870 @default.
• W3010807040 cites W2784393664 @default.
• W3010807040 cites W2785817645 @default.
• W3010807040 cites W2787109182 @default.
• W3010807040 cites W2787493763 @default.
• W3010807040 cites W2789349441 @default.
• W3010807040 cites W2789825467 @default.
• W3010807040 cites W2790204922 @default.
• W3010807040 cites W2792390442 @default.
• W3010807040 cites W2792969537 @default.
• W3010807040 cites W2795406735 @default.
• W3010807040 cites W2797088186 @default.
• W3010807040 cites W2802067770 @default.
• W3010807040 cites W2802254278 @default.
• W3010807040 cites W2803337349 @default.
• W3010807040 cites W2804647670 @default.
• W3010807040 cites W2922853138 @default.
• W3010807040 cites W2924554044 @default.
• W3010807040 cites W4210728383 @default.
• W3010807040 cites W4239301040 @default.
• W3010807040 doi "https://doi.org/10.1186/s12874-020-00942-y" @default.
• W3010807040 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/7071755" @default.
• W3010807040 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/32169053" @default.
• W3010807040 hasPublicationYear "2020" @default.
• W3010807040 type Work @default.
• W3010807040 sameAs 3010807040 @default.
• W3010807040 citedByCount "5" @default.
• W3010807040 countsByYear W30108070402020 @default.
• W3010807040 countsByYear W30108070402021 @default.
• W3010807040 countsByYear W30108070402022 @default.
• W3010807040 countsByYear W30108070402023 @default.
• W3010807040 crossrefType "journal-article" @default.
• W3010807040 hasAuthorship W3010807040A5054140739 @default.
• W3010807040 hasAuthorship W3010807040A5055560019 @default.
• W3010807040 hasAuthorship W3010807040A5071006594 @default.
• W3010807040 hasAuthorship W3010807040A5078835349 @default.
• W3010807040 hasAuthorship W3010807040A5087540891 @default.
• W3010807040 hasBestOaLocation W30108070401 @default.
• W3010807040 hasConcept C105795698 @default.
• W3010807040 hasConcept C119857082 @default.
• W3010807040 hasConcept C129848803 @default.
• W3010807040 hasConcept C133462117 @default.
• W3010807040 hasConcept C142724271 @default.
• W3010807040 hasConcept C17744445 @default.
• W3010807040 hasConcept C185592680 @default.
• W3010807040 hasConcept C189708586 @default.
• W3010807040 hasConcept C198531522 @default.
• W3010807040 hasConcept C199539241 @default.
• W3010807040 hasConcept C23131810 @default.
• W3010807040 hasConcept C2522767166 @default.
• W3010807040 hasConcept C2779473830 @default.
• W3010807040 hasConcept C33923547 @default.
• W3010807040 hasConcept C41008148 @default.
• W3010807040 hasConcept C43617362 @default.
• W3010807040 hasConcept C71924100 @default.
• W3010807040 hasConcept C9357733 @default.
• W3010807040 hasConceptScore W3010807040C105795698 @default.
• W3010807040 hasConceptScore W3010807040C119857082 @default.
• W3010807040 hasConceptScore W3010807040C129848803 @default.
• W3010807040 hasConceptScore W3010807040C133462117 @default.
• W3010807040 hasConceptScore W3010807040C142724271 @default.
• W3010807040 hasConceptScore W3010807040C17744445 @default.
• W3010807040 hasConceptScore W3010807040C185592680 @default.
• W3010807040 hasConceptScore W3010807040C189708586 @default.
• W3010807040 hasConceptScore W3010807040C198531522 @default.
• W3010807040 hasConceptScore W3010807040C199539241 @default.
• W3010807040 hasConceptScore W3010807040C23131810 @default.
• W3010807040 hasConceptScore W3010807040C2522767166 @default.
• W3010807040 hasConceptScore W3010807040C2779473830 @default.
• W3010807040 hasConceptScore W3010807040C33923547 @default.
• W3010807040 hasConceptScore W3010807040C41008148 @default.
• W3010807040 hasConceptScore W3010807040C43617362 @default.
• W3010807040 hasConceptScore W3010807040C71924100 @default.
• W3010807040 hasConceptScore W3010807040C9357733 @default.
• W3010807040 hasIssue "1" @default.
• W3010807040 hasLocation W30108070401 @default.
• W3010807040 hasLocation W30108070402 @default.

• next