John Tukey, Exploratory Data Analysis, and Its Possibilities for Participatory Action Research

2014 ◽  
Author(s):  
Brett Stoudt
2009 ◽  
Vol 2 (2) ◽  
pp. 269-290
Author(s):  
Karen Meyer ◽  
Lynn Fels

This article is about context, power located within institutions, and complexities of interpretation tightly twisted in a participatory action research project with women in prison. This narrative speaks to the encounter between us and the women, the unfamiliarity each of us had with the other's language, and the joint challenge to ‘decode’ transcripts of incarcerated women's voices. As action researchers we were determined, indeed even smugly pleased, to be undertaking this venture of tutelage, of introducing the women as co-researchers to methods of data analysis. However, we watched a shifting of power (empowerment), as the women became the true researchers through their proximity to and conversations with the transcripts as raw realities, narratives that acknowledged their lives, which we knew only as data. In the end, we came away unsettled, with deeper awareness for the complexity of interpreting ‘data,’ which constitutes local knowing, the unsaid, and the unspeakable.


2016 ◽  
Vol 26 (8) ◽  
pp. 1019-1030 ◽  
Author(s):  
Robin A. Evans-Agnew ◽  
Marie-Anne S. Rosemberg

Photovoice is an important participatory research tool for advancing health equity. Our purpose is to critically review how participant voice is promoted through the photovoice process of taking and discussing photos and adding text/captions. PubMed, Scopus, PsycINFO, and Web of Science databases were searched from the years 2008 to 2014 using the keywords photovoice, photonovella, photovoice and social justice, and photovoice and participatory action research. Research articles were reviewed for how participant voice was (a) analyzed, (b) exhibited in community forums, and (c) disseminated through published manuscripts. Of 21 studies, 13 described participant voice in the data analysis, 14 described participants’ control over exhibiting photo-texts, seven manuscripts included a comprehensive set of photo-texts, and none described participant input on choice of manuscript photo-texts. Photovoice designs vary in the advancement of participant voice, with the least advancement occurring in manuscript publication. Future photovoice researchers should expand approaches to advancing participant voice.


2020 ◽  
Vol 19 ◽  
pp. 160940692093461 ◽  
Author(s):  
Linda Liebenberg ◽  
Aliya Jamal ◽  
Janice Ikeda

Recent decades have seen a more thoughtful discussion regarding the inclusion of children and youth in research and decision making, challenging how we conduct child and youth-focused studies. Included is a focus on Youth Participatory Action Research approaches and how they facilitate engagement of child and youth voice. Similarly, there is a smaller yet equally important questioning of how we understand “voice,” drawing attention to the conceptualization of “voice,” and the need to account for its social positioning and construction. Despite these various advances, current discussions focus predominantly on research design and data gathering, with an emerging focus on the dissemination of findings. Discussions focused specifically on data analysis remain limited. This omission seems important, given the bridge analysis forms between data gathering and dissemination of findings, and how this impacts youth engagement in the research process overall. By not considering more thoughtfully the ways in which children do or do not engage in the analysis of their data, how are we impacting the positioning of their “voice” in the findings? Similarly, how does our analysis unintentionally strengthen or undermine the platform from which youth share their findings, especially with those in positions of power? In response to these questions, we use this article to consider data analysis in relation to voice and subsequent knowledge production. We also share our approach to participatory thematic analysis in the Spaces & Places research project, a participatory action research program with Indigenous youth in three communities of Atlantic Canada. Through the discussion and exemplar, we hope to contribute to how researchers consider “voice,” ours and those of child and youth collaborators, and the ways in which we can account for both in the analysis process, and enhance the voices of children and youth as knowledge brokers in the dissemination that follows.


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