Literature DB >> 26554005

Motivation, values, and work design as drivers of participation in the R open source project for statistical computing.

Patrick Mair1, Eva Hofmann2, Kathrin Gruber3, Reinhold Hatzinger4, Achim Zeileis5, Kurt Hornik6.   

Abstract

One of the cornerstones of the R system for statistical computing is the multitude of packages contributed by numerous package authors. This amount of packages makes an extremely broad range of statistical techniques and other quantitative methods freely available. Thus far, no empirical study has investigated psychological factors that drive authors to participate in the R project. This article presents a study of R package authors, collecting data on different types of participation (number of packages, participation in mailing lists, participation in conferences), three psychological scales (types of motivation, psychological values, and work design characteristics), and various socio-demographic factors. The data are analyzed using item response models and subsequent generalized linear models, showing that the most important determinants for participation are a hybrid form of motivation and the social characteristics of the work design. Other factors are found to have less impact or influence only specific aspects of participation.

Keywords:  R Project for Statistical Computing; Schwartz values; item response theory; motivation; work design

Mesh:

Year:  2015        PMID: 26554005      PMCID: PMC4672828          DOI: 10.1073/pnas.1506047112

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  3 in total

1.  A meta-analytic review of experiments examining the effects of extrinsic rewards on intrinsic motivation.

Authors:  E L Deci; R Koestner; R M Ryan
Journal:  Psychol Bull       Date:  1999-11       Impact factor: 17.737

2.  The Work Design Questionnaire (WDQ): developing and validating a comprehensive measure for assessing job design and the nature of work.

Authors:  Frederick P Morgeson; Stephen E Humphrey
Journal:  J Appl Psychol       Date:  2006-11

3.  Bioconductor: open software development for computational biology and bioinformatics.

Authors:  Robert C Gentleman; Vincent J Carey; Douglas M Bates; Ben Bolstad; Marcel Dettling; Sandrine Dudoit; Byron Ellis; Laurent Gautier; Yongchao Ge; Jeff Gentry; Kurt Hornik; Torsten Hothorn; Wolfgang Huber; Stefano Iacus; Rafael Irizarry; Friedrich Leisch; Cheng Li; Martin Maechler; Anthony J Rossini; Gunther Sawitzki; Colin Smith; Gordon Smyth; Luke Tierney; Jean Y H Yang; Jianhua Zhang
Journal:  Genome Biol       Date:  2004-09-15       Impact factor: 13.583

  3 in total
  6 in total

1.  Investigation of the Multi-Target Mechanism of Guanxin-Shutong Capsule in Cerebrovascular Diseases: A Systems Pharmacology and Experimental Assessment.

Authors:  Juanli Zhang; Jiaxin Zhao; Yang Ma; Wenjun Wang; Shaojie Huang; Chao Guo; Kai Wang; Xiaomei Zhang; Wei Zhang; Aidong Wen; Ming Shi; Yi Ding
Journal:  Front Pharmacol       Date:  2021-05-13       Impact factor: 5.810

2.  Thou Shalt Be Reproducible! A Technology Perspective.

Authors:  Patrick Mair
Journal:  Front Psychol       Date:  2016-07-14

3.  CCT6A, a novel prognostic biomarker for Ewing sarcoma.

Authors:  Jie Jiang; Chong Liu; Guoyong Xu; Tuo Liang; Chaojie Yu; Shian Liao; Zide Zhang; Zhaojun Lu; Zequn Wang; Jiarui Chen; Tianyou Chen; Hao Li; Xinli Zhan
Journal:  Medicine (Baltimore)       Date:  2021-01-29       Impact factor: 1.817

4.  Alteration of EIF2 Signaling, Glycolysis, and Dopamine Secretion in Form-Deprived Myopia in Response to 1% Atropine Treatment: Evidence From Interactive iTRAQ-MS and SWATH-MS Proteomics Using a Guinea Pig Model.

Authors:  Ying Zhu; Jing Fang Bian; Da Qian Lu; Chi Ho To; Carly Siu-Yin Lam; King Kit Li; Feng Juan Yu; Bo Teng Gong; Qiong Wang; Xiao Wen Ji; Hong Mei Zhang; Hong Nian; Thomas Chuen Lam; Rui Hua Wei
Journal:  Front Pharmacol       Date:  2022-01-28       Impact factor: 5.810

5.  Polyethylene Glycol Loxenatide Injection (GLP-1) Protects Vascular Endothelial Cell Function in Middle-Aged and Elderly Patients With Type 2 Diabetes by Regulating Gut Microbiota.

Authors:  Fengwu Chen; Lina He; Jilin Li; Shuhui Yang; Bangzhou Zhang; Dan Zhu; Zezhen Wu; Shuo Zhang; Ducheng Hou; Cong Ouyang; Jianfeng Yi; Chuanxing Xiao; Kaijian Hou
Journal:  Front Mol Biosci       Date:  2022-06-15

6.  HIV but Not CMV Replication Alters the Blood Cytokine Network during Early HIV Infection in Men.

Authors:  Christophe Vanpouille; Alan Wells; Jennifer M Dan; Stephen A Rawlings; Susan Little; Wendy Fitzgerald; Leonid Margolis; Sara Gianella
Journal:  Viruses       Date:  2022-08-21       Impact factor: 5.818

  6 in total

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