Doing Research In and On the Digital As a social space, the web provides researchers both with a tool and an environ- ment to explore the intricacies of everyday life. As a site of mediated interactions and interrelationships, the ‘digital’ has evolved from being a space of informa- tion to a space of creation, thus providing new opportunities regarding how, where and, why to conduct social research. Doing Research In and On the Digital aims to deliver on two fronts: first, by detailing how researchers are devising and applying innovative research methods for and within the digital sphere, and, second, by discussing the ethical chal- lenges and issues implied and encountered in such approaches. In two core Parts, this collection explores: • content collection: methods for harvesting digital data • engaging research informants: digital participatory methods and data stories. With contributions from a diverse range of fields such as anthropology, soci- ology, education, healthcare and psychology, this volume will particularly appeal to post- graduate students and early career researchers who are navigating through new terrain in their digital-m ediated research endeavours. Cristina Costa is Associate Professor Digital Education and Society, University of the West of England, Bristol, UK. Jenna Condie is a Lecturer in Digital Research and Online Social Analysis at Western Sydney University, Australia. Routledge Advances in Research Methods 19 Commons, Sustainability, Democratization Action Research and the Basic Renewal of Society Edited by Hans Peter Hansen, Birger Steen Nielsen, Nadarajah Sriskandarajah and Ewa Gunnarsson 20 Phenomenology as Qualitative Research A Critical Analysis of Meaning Attribution John Paley 21 Sharing Qualitative Research Showing Lived Experience and Community Narratives Edited by Susan Gair and Ariella Van Luyn 22 Walking Through Social Research Charlotte Bates and Alex Rhys-T aylor 23 Social Research Methods in Dementia Studies Inclusion and Innovation Edited by John Keady, Lars-C hrister Hydén, Ann Johnson, and Caroline Swarbrick 24 Walking Methodologies in a More-t han-human World WalkingLab Stephanie Springgay and Sarah E. Truman 25 Doing Research In and On the Digital Research Methods across Fields of Enquiry Edited by Cristina Costa and Jenna Condie 26 Qualitative Research as Stepwise- Deductive Induction Aksel Tjora For more information about this series, please visit: www.routledge.com/ Routledge-A dvances-in- Research-Methods/book-s eries/RARM Doing Research In and On the Digital Research Methods across Fields of Enquiry Edited by Cristina Costa and Jenna Condie First published 2018 by Routledge 2 Park Square, Milton Park, Abingdon, Oxon OX14 4RN and by Routledge 711 Third Avenue, New York, NY 10017 Routledge is an imprint of the Taylor & Francis Group, an informa business © 2018 selection and editorial matter, Cristina Costa and Jenna Condie; individual chapters, the contributors The right of Cristina Costa and Jenna Condie to be identified as the authors of the editorial matter, and of the authors for their individual chapters, has been asserted in accordance with sections 77 and 78 of the Copyright, Designs and Patents Act 1988. All rights reserved. No part of this book may be reprinted or reproduced or utilised in any form or by any electronic, mechanical, or other means, now known or hereafter invented, including photocopying and recording, or in any information storage or retrieval system, without permission in writing from the publishers. Trademark notice: Product or corporate names may be trademarks or registered trademarks, and are used only for identification and explanation without intent to infringe. British Library Cataloguing-i n-Publication Data A catalogue record for this book is available from the British Library Library of Congress Cataloging- in-Publication Data A catalog record has been requested for this book ISBN: 978-1-138-67391-5 (hbk) ISBN: 978-1-315-56162-2 (ebk) Typeset in Times New Roman by Wearset Ltd, Boldon, Tyne and Wear Contents List of illustrations vii Notes on contributors viii 1 Doing research in and on the digital 1 CRISTINA COSTA AND JENNA CONDIE PART I Collecting content: methods for harvesting digital data 9 2 ‘Feeling appy?’: using App- based methodology to explore contextual effects on real-t ime cognitions, affect and behaviours 11 LINDA K. KAYE, REBECCA L. MONK AND IAIN HAMLIN 3 Adapting a method to use Facebook in education research: taking phenomenography online 30 NAOMI BARNES 4 An exploration of lived experience in a digital world: how technology is revolutionising substance misuse recovery 47 STEPHANIE DUgDALE, SARAH ELISON- DAvIES, gLYN DAvIES, JONATHAN WARD AND MICHAELA JONES 5 Exploring breast cancer bloggers’ lived experiences of ‘survivorship’: the ethics of gaining access, analysing discourse and fulfilling academic requirements 66 CATHY URE vi Contents 6 Text research on online platforms: heuristic steps and pitfalls 83 TOM vAN NUENEN 7 Tinder matters: swiping right to unlock new research fields 102 JENNA CONDIE, gARTH LEAN AND DONNA JAMES 8 Remote ethnography, virtual presence: exploring digital- visual methods for anthropological research on the web 116 SHIREEN WALTON PART II Engaging research informants: digital participatory methods and data stories 135 9 The visualisation of data in a digital context 137 DAvID A. ELLIS AND HANNAH L. MERDIAN 10 Designing digital platforms for citizen data and public discourse on climate change 154 LILY BUI 11 In search of lost purpose: the dream life of digital 170 ERINMA OCHU 12 Using digital stories in healthcare research: ethical and practical dilemmas 189 CAROL HAIgH AND PIP HARDY 13 Conclusion: (re-)exploring the practical and ethical contexts of digital research 205 JENNA CONDIE AND CRISTINA COSTA Index 213 Illustrations Figures 3.1 The proscenium stage and the phenomenographic map 39 3.2 The control map 40 6.1 Cosine distances between subcorpora using TF-I DF for Thorn Tree 93 6.2 Cosine distances between subcorpora using TF-I DF for TripAdvisor 93 6.3 Relative frequencies of ‘refugee’, normalised to total number of words in the subcorpus 95 6.4 Notable topic model 97 8.1 ‘Life goes on in Tehran’, April 2009 album 121 8.2 ‘Life goes on in Tehran’, home page 122 8.3 Digital Research Exhibition 127 9.1 Typical static data visualisations used in psychology (a) scatter plot; (b) line graph; (c) bar graph; and (d) the less common box plot 139 9.2 Anscombe’s Quartet effectively demonstrates how very different distributions of data can return identical summary statistics 140 9.3 An interactive dashboard that provides a range of visualisation and analysis options 141 10.1 Chart outlining categories of information that the new iSeeChange platform aims to combine 158 10.2 Post- its and whiteboard during the wireframing process 162 10.3 Team sketches during the wireframing process 164 10.4 New interface for the iSeeChange platform 165 Tables 5.1 Consent form questions relating to use of blog texts for analysis and write-u p 72 6.1 Word count frequencies per subcorpus 91 12.1 The seven steps of digital storytelling 192 Contributors Naomi Barnes is social media researcher and casual academic in Brisbane, Aus- tralia. She used Facebook as a data collection tool for her PhD thesis to inves- tigate the experiences of first year university students. Her research interests align with digital educational research, specifically how online communica- tion can inform higher education pedagogy. She has worked as a curriculum coordinator, writer and educator at primary, secondary and tertiary levels. [email: [email protected]] Lily Bui is a PhD student in MIT’s Department of Urban Studies and Planning and has an M.S. from MIT’s Comparative Media Studies. Her work focuses on disaster and emergency management planning on island cities. In past lives, she worked on the STEM Story Project at the Public Radio Exchange (PRX) and was the Executive Editor at SciStarter, PLOS CitizenSci, and Dis- cover Magazine’s Citizen Science Salon. Previously, she helped produce the radio show Re:sound for the Third Coast International Audio Festival out of WBEZ Chicago; worked on Capitol Hill in Washington, DC; served in Amer- iCorps in Montgomery County, Maryland, at the Asian Pacific American Legal Resource Center; worked for a New York Times bestselling ghostwriter; and performed as a touring musician. At her alma mater, the University of California Irvine (ZOT!), she double-m ajored in Spanish and International Studies. [email: [email protected]] Jenna Condie is a Lecturer in Digital Research and Online Social Analysis in the School of Social Sciences and Psychology at Western Sydney University. Her research focuses on identity, place, belonging, and equality in a digitally mediated world. Jenna champions the use of social media and digital technol- ogies to encourage participation, dialogue, and action within academic and community contexts. Her ambition is to be as networked, participatory and open in her scholarship as possible. She is a Chartered Psychologist with the British Psychological Society and an Honorary Fellow at the University of Salford, UK. [email: [email protected]] Cristina Costa is Associate Professor Digital Education and Society in the Department of Education and Childhood, University of the West of England, Contributors ix Bristol, UK Her research focuses on the intersection of education and the par- ticipatory web through a sociological lens, especially Pierre Bourdieu’s key concepts. She is also interested in broader issues regarding the participatory web in the context of a changing society. She is the co- editor of the Social Theory Applied blog/website www.socialtheoryapplied.com [email: cristina2. [email protected]] Glyn Davies is Service Development Director at Breaking Free group in Man- chester, UK. He played an instrumental role in the development of the Break- ing Free Online interventions. He has an academic background in criminology and criminal justice, and previous experience of the commissioning and delivery of substance misuse and criminal justice services. [email: gdavies @breakingfreegroup.com] Stephanie Dugdale is a Research Associate at Breaking Free group in Man- chester, UK, and is currently training for a professional doctorate in Health Psychology at Staffordshire University. Her role focuses on expanding the evidence base for Breaking Free Online (BFO), a computer- assisted treatment and recovery programme for substance misuse and comorbid mental health difficulties. Stephanie’s current projects include designing and delivering smoking cessation interventions to offenders in prisons in the UK. [email: [email protected]] Sarah Elison-D avies is a Chartered Psychologist and Research Director at Breaking Free group, a digital health company based in Manchester, UK. As part of her role as Research Director, she leads the ongoing programme of research into the implementation and efficacy of the Breaking Free Online computer-a ssisted therapy programme for substance abuse. Dr Elison- Davies has worked as an academic researcher at a number of UK universities and in the National Health Service, and has a background in behavioural science research and an interest in evaluating complex behavioural change interven- tions. [email: [email protected] ] David A. Ellis holds a 50th Anniversary Lectureship in Psychology at Lancaster University and an Honorary Research Fellowship at the University of Lincoln. He previously obtained an undergraduate degree in psychology from the University of glasgow followed by an MSc and PhD (2013). Much of his work considers how recent methodological developments in technology and data collection (often referred to as digital traces) can reveal information about individuals and their behaviour. He has published on these topics in PLoS Medicine, the International Journal of Neural Systems, The Lancet Public Health, Cyberpsychology, Behavior and Social Networking and other journals. In addition to university-l ed research, David continues to work col- laboratively with industry and government partners. This included an ESRC- funded placement at the Scottish government in 2011. His research has also received funding from the Chief Scientist Office, DSTL, Unilever and the EPSRC. [email: [email protected]]