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Importing ESM data from m-Path (www.m-path.io)
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m-path-io/mpathr
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The goal ofmpathr is to provide with a few utility functions to readand perform some common operations in data from Experience SamplingMethodology (ESM) studies collected through the m-Path platform(https://m-path.io/landing/). The package provides functions to readdata from m-Path, and to calculate response rate in data from ExperienceSampling studies.
An overview of how to use this package (as well as a video and adetailed guide) can be found in them-Pathmanual.
install.packages("mpathr")library(mpathr)
This is a basic example which shows you how to read data gathered fromm-Path into R using thempathr package. For this, we use the exampledata included in the package:
# loads packagelibrary(mpathr)# find paths to example basic and meta data:basic_path<- mpath_example(file='example_basic.csv')meta_path<- mpath_example(file='example_meta.csv')# read the datadata<- read_mpath(file=basic_path,meta_data=meta_path)print(data)#> # A tibble: 2,221 × 100#> connectionId legacyCode code alias initials accountCode scheduledBeepId#> <int> <chr> <chr> <chr> <chr> <chr> <int>#> 1 234609 !9v48@jp7a7 !byyo kjyt abc Ver jp7a7 -1#> 2 234609 !9v48@jp7a7 !byyo kjyt abc Ver jp7a7 28626776#> 3 234609 !9v48@jp7a7 !byyo kjyt abc Ver jp7a7 28626777#> 4 234609 !9v48@jp7a7 !byyo kjyt abc Ver jp7a7 28626781#> 5 234609 !9v48@jp7a7 !byyo kjyt abc Ver jp7a7 28626782#> # ℹ 2,216 more rows#> # ℹ 93 more variables: sentBeepId <int>, reminderForOriginalSentBeepId <int>,#> # questionListName <chr>, questionListLabel <chr>, fromProtocolName <chr>,#> # timeStampScheduled <int>, timeStampSent <int>, timeStampStart <int>,#> # timeStampStop <int>, originalTimeStampSent <int>, timeZoneOffset <int>,#> # deltaUTC <dbl>, consent_yesno_yesno <int>,#> # gender_multipleChoice_index <int>, gender_multipleChoice_string <chr>, …
If you encounter a clear bug or need help getting a function to run,please file an issue with a minimal reproducible example onGithub.
Please note that the mpathr project is released with aContributor CodeofConduct.By contributing to this project you agree to abide by its terms.
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Importing ESM data from m-Path (www.m-path.io)
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