Impact of Programming Workshops on Biomedical Reproducibility (IPWBR)
Data files
Dec 11, 2019 version files 1.94 MB
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IPWBR_Codebook_WhyProgramming.csv
2.78 KB
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IPWBR_DataOverview.pdf
40.81 KB
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IPWBR_InterviewGuide_Pre.pdf
85.36 KB
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IPWBR_InterviewTemplate.pdf
29.64 KB
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IPWBR_ReproducibilityScoreCard.pdf
47.85 KB
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IPWBR_Transcript_Pre_100.pdf
105.89 KB
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IPWBR_Transcript_Pre_101.pdf
127.52 KB
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IPWBR_Transcript_Pre_102.pdf
111.55 KB
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IPWBR_Transcript_Pre_103.pdf
148.61 KB
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IPWBR_Transcript_Pre_104.pdf
110.10 KB
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IPWBR_Transcript_Pre_105.pdf
115.45 KB
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IPWBR_Transcript_Pre_106.pdf
102.96 KB
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IPWBR_Transcript_Pre_107.pdf
97.77 KB
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IPWBR_Transcript_Pre_108.pdf
107.06 KB
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IPWBR_Transcript_Pre_109.pdf
177.04 KB
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IPWBR_Transcript_Pre_110.pdf
119.21 KB
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IPWBR_Transcript_Pre_111.pdf
135.61 KB
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IPWBR_Transcript_Pre_112.pdf
151.65 KB
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IPWBR_Transcript_Pre_113.pdf
121.94 KB
Mar 17, 2020 version files 3.57 MB
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IPWBR_Codebook_ComputationalReproducibility.csv
3.35 KB
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IPWBR_Codebook_WhyProgramming.csv
2.78 KB
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IPWBR_DataOverview-2.pdf
43.04 KB
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IPWBR_InterviewGuide_Post.pdf
80.69 KB
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IPWBR_InterviewGuide_Pre.pdf
85.36 KB
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IPWBR_InterviewTemplate.pdf
29.64 KB
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IPWBR_QuantitativeAnalysisCode.pdf
178.71 KB
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IPWBR_ReproducibilityScoreCard_Results.csv
967 B
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IPWBR_ReproducibilityScoreCard.pdf
47.85 KB
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IPWBR_Transcript_Post_100.pdf
102.71 KB
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IPWBR_Transcript_Post_101.pdf
92.44 KB
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IPWBR_Transcript_Post_102.pdf
98.24 KB
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IPWBR_Transcript_Post_104.pdf
125.48 KB
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IPWBR_Transcript_Post_106.pdf
119.82 KB
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IPWBR_Transcript_Post_107.pdf
111.09 KB
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IPWBR_Transcript_Post_108.pdf
102.96 KB
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IPWBR_Transcript_Post_109.pdf
158.73 KB
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IPWBR_Transcript_Post_110.pdf
92.57 KB
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IPWBR_Transcript_Post_111.pdf
113.63 KB
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IPWBR_Transcript_Post_112.pdf
121.05 KB
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IPWBR_Transcript_Post_113.pdf
129.80 KB
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IPWBR_Transcript_Pre_100.pdf
105.89 KB
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IPWBR_Transcript_Pre_101.pdf
127.52 KB
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IPWBR_Transcript_Pre_102.pdf
111.55 KB
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IPWBR_Transcript_Pre_103.pdf
148.61 KB
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IPWBR_Transcript_Pre_104.pdf
110.10 KB
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IPWBR_Transcript_Pre_105.pdf
115.45 KB
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IPWBR_Transcript_Pre_106.pdf
102.96 KB
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IPWBR_Transcript_Pre_107.pdf
97.77 KB
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IPWBR_Transcript_Pre_108.pdf
107.06 KB
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IPWBR_Transcript_Pre_109.pdf
177.04 KB
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IPWBR_Transcript_Pre_110.pdf
119.21 KB
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IPWBR_Transcript_Pre_111.pdf
135.61 KB
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IPWBR_Transcript_Pre_112.pdf
151.65 KB
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IPWBR_Transcript_Pre_113.pdf
121.94 KB
Jun 04, 2020 version files 4.92 MB
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IPWBR_Codebook_ComputationalReproducibility.csv
3.35 KB
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IPWBR_Codebook_WhyProgramming.csv
2.78 KB
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IPWBR_DataOverview.pdf
44.65 KB
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IPWBR_InterviewGuide_Post.pdf
80.69 KB
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IPWBR_InterviewGuide_Pre.pdf
85.36 KB
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IPWBR_InterviewTemplate.pdf
29.64 KB
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IPWBR_QuantitativeAnalysisCode.pdf
178.71 KB
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IPWBR_ReproducibilityScoreCard_Results.csv
967 B
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IPWBR_ReproducibilityScoreCard.pdf
47.85 KB
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IPWBR_Transcript_Post_100_Coded.pdf
111.67 KB
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IPWBR_Transcript_Post_100.pdf
102.71 KB
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IPWBR_Transcript_Post_101_Coded.csv
13.03 KB
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IPWBR_Transcript_Post_101.pdf
92.44 KB
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IPWBR_Transcript_Post_102_Coded.pdf
113.71 KB
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IPWBR_Transcript_Post_102.pdf
98.24 KB
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IPWBR_Transcript_Post_104_Coded.pdf
145.08 KB
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IPWBR_Transcript_Post_104.pdf
125.48 KB
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IPWBR_Transcript_Post_106_Coded.pdf
135.39 KB
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IPWBR_Transcript_Post_106.pdf
119.82 KB
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IPWBR_Transcript_Post_107_Coded.pdf
123.45 KB
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IPWBR_Transcript_Post_107.pdf
111.09 KB
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IPWBR_Transcript_Post_108_Coded.pdf
112.99 KB
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IPWBR_Transcript_Post_108.pdf
102.96 KB
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IPWBR_Transcript_Post_109_Coded.pdf
165.99 KB
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IPWBR_Transcript_Post_109.pdf
158.73 KB
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IPWBR_Transcript_Post_110_Coded.csv
17.73 KB
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IPWBR_Transcript_Post_110.pdf
92.57 KB
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IPWBR_Transcript_Post_111_Coded.pdf
123.19 KB
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IPWBR_Transcript_Post_111.pdf
113.63 KB
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IPWBR_Transcript_Post_112_Coded.pdf
134.42 KB
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IPWBR_Transcript_Post_112.pdf
121.05 KB
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IPWBR_Transcript_Post_113_Coded.pdf
143.90 KB
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IPWBR_Transcript_Post_113.pdf
129.80 KB
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IPWBR_Transcript_Pre_100.pdf
105.89 KB
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IPWBR_Transcript_Pre_101.pdf
127.52 KB
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IPWBR_Transcript_Pre_102.pdf
111.55 KB
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IPWBR_Transcript_Pre_103.pdf
148.61 KB
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IPWBR_Transcript_Pre_104.pdf
110.10 KB
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IPWBR_Transcript_Pre_105.pdf
115.45 KB
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IPWBR_Transcript_Pre_106.pdf
102.96 KB
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IPWBR_Transcript_Pre_107.pdf
97.77 KB
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IPWBR_Transcript_Pre_108.pdf
107.06 KB
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IPWBR_Transcript_Pre_109.pdf
177.04 KB
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IPWBR_Transcript_Pre_110.pdf
119.21 KB
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IPWBR_Transcript_Pre_111.pdf
135.61 KB
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IPWBR_Transcript_Pre_112.pdf
151.65 KB
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IPWBR_Transcript_Pre_113.pdf
121.94 KB
Abstract
The objective of this study was to assess the impact of introductory programming workshops on the computational reproducibility of biomedical research workflows. This mixed methods study consisted of in-depth interviews with 14 biomedical researchers before and after participation in an introductory programming workshop. During the interviews, participants descreir research workflows and responded to a quantitative checklist measuring reproducible behaviors. The interview data was analyzed using a thematic analysis approach, and the pre and post workshop checklist scores were compared to assess the impact of the workshop on computational reproducibility of the researchers’ workflows.
Usage notes
A guide to the data is included as the file IPWBR_DataOverview