”We are researchers, but we are also humans”: Creating a design space for managing graduate student stress

Graduate students are facing a mental health crisis due to a combination of individual, community, and societal factors. Many existing stress management interventions engage with one factor at a time, typically focusing on providing a user with data about their stress state. We conducted co-design workshops with graduate students who work closely together to explore their strategies for managing stress and to learn about what types of technologies they envision to help address their stress. Using Ecological Systems Theory as an conceptual framework, our analysis of the designs and discussions from these workshops contributes an expanded design space for stress management—one that foregrounds the affordances and challenges of designing interventions that cut across ecological systems levels along with designs that approach stress management using a broader diversity of strategies: controlling, disconnecting, and normalizing stress. We argue that this expanded design space embraces a more holistic and human approach to designing stress management technologies.

[1]  B. Bernstein,et al.  “I can't push off my own Mental Health”: Chilly STEM Climates, Mental Health, and STEM Persistence among Black, Latina, and White Graduate Women , 2022, Sex Roles.

[2]  유창조 Naturalistic Inquiry , 2022, The SAGE Encyclopedia of Research Design.

[3]  Xianghua Ding,et al.  Data Engagement Reconsidered: A Study of Automatic Stress Tracking Technology in Use , 2021, CHI.

[4]  B. Pyykkonen Cognitive Processes and the Impact of Stress upon Doctoral Students: Practical Applications for Doctoral Programs , 2021 .

[5]  Márcia Fernanda de Méllo Mendes BURNOUT SOCIETY , 2020, The Burnout Society.

[6]  Uichin Lee,et al.  Tracking and Modeling Subjective Well-Being Using Smartphone-Based Digital Phenotype , 2020, UMAP.

[7]  A. Baranger,et al.  Sense of belonging within the graduate community of a research-focused STEM department: Quantitative assessment using a visual narrative and item response theory , 2020, PloS one.

[8]  Hwajung Hong,et al.  Understanding Parenting Stress through Co-designed Self-Trackers , 2020, CHI.

[9]  Hwajung Hong,et al.  Toward Future-Centric Personal Informatics: Expecting Stressful Events and Preparing Personalized Interventions in Stress Management , 2020, CHI.

[10]  Barbara Solenthaler,et al.  Affective State Prediction Based on Semi-Supervised Learning from Smartphone Touch Data , 2020, CHI.

[11]  Kathryn E. Ringland,et al.  Designing Mental Health Technologies that Support the Social Ecosystem of College Students , 2020, CHI.

[12]  I. Elliott,et al.  The Emotional Risks of Turning Stories into Data: An Exploration of the Experiences of Qualitative Researchers Working on Sensitive Topics , 2019, Societies.

[13]  Emily C. Hartman,et al.  Grassroots Efforts To Quantify and Improve the Academic Climate of an R1 STEM Department: Using Evidence-Based Discussions To Foster Community , 2019, Journal of chemical education.

[14]  Natalie Bonfine,et al.  Pharmacy and Medical Students’ Symptoms, Experiences with, and Attitudes about Mental Health Issues and Help-Seeking , 2019 .

[15]  Bernd Ploderer,et al.  Designing for Wellbeing-as-Interaction , 2019, CHI Extended Abstracts.

[16]  Kristina Höök,et al.  HCI and Affective Health: Taking stock of a decade of studies and charting future research directions , 2019, CHI.

[17]  Shaowen Bardzell,et al.  Design and Intervention in the Age of "No Alternative" , 2018, Proc. ACM Hum. Comput. Interact..

[18]  Karen W Tao,et al.  Should I Stay or Should I Go? The Role of Impostorism in STEM Persistence , 2018, Psychology of Women Quarterly.

[19]  D. Hernandez-Baltazar,et al.  Stress and Cognition: Psychological Basis and Support Resources , 2018, Health and Academic Achievement.

[20]  M. Funk,et al.  DeLight: biofeedback through ambient light for stress intervention and relaxation assistance , 2018, Personal and Ubiquitous Computing.

[21]  Sasha Costanza-Chock Design Justice: Towards an Intersectional Feminist Framework for Design Theory and Practice , 2018, DRS2018: Catalyst.

[22]  Bill Bryan,et al.  Was it worth it? A qualitative exploration into graduate perceptions of doctoral value , 2018, Higher Education Research & Development.

[23]  Hwajung Hong,et al.  MindNavigator: Exploring the Stress and Self-Interventions for Mental Wellness , 2018, CHI.

[24]  Andreas Butz,et al.  Empowerment in HCI - A Survey and Framework , 2018, CHI.

[25]  Nathan L. Vanderford,et al.  Evidence for a mental health crisis in graduate education , 2018, Nature Biotechnology.

[26]  Noura Howell,et al.  Emotional Biosensing: Exploring Critical Alternatives , 2018 .

[27]  Susan Guthrie,et al.  Understanding mental health in the research environment: A Rapid Evidence Assessment. , 2018, Rand health quarterly.

[28]  Michael T. Sliter,et al.  Job Burnout in Mental Health Providers: A Meta-Analysis of 35 Years of Intervention Research , 2018, Journal of occupational health psychology.

[29]  G. James,et al.  The Ecology of Human Development , 2017 .

[30]  D. Mohr,et al.  Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning. , 2017, Annual review of clinical psychology.

[31]  Bongshin Lee,et al.  Self-tracking for Mental Wellness: Understanding Expert Perspectives and Student Experiences , 2017, CHI.

[32]  F. Anseel,et al.  Work organization and mental health problems in PhD students , 2017 .

[33]  Margot Brereton,et al.  Managing stress, sleep and technologies: an exploratory study of Australian university students , 2016, OZCHI.

[34]  Michael Minge,et al.  WeaRelaxAble: a wearable system to enhance stress resistance using various kinds of feedback stimuli , 2016, iWOAR.

[35]  Adrian Basarab,et al.  Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review , 2016, J. Biomed. Informatics.

[36]  Emre Ertin,et al.  cStress: towards a gold standard for continuous stress assessment in the mobile environment , 2015, UbiComp.

[37]  Stacey B. Scott,et al.  The Effects of Stress on Cognitive Aging, Physiology and Emotion (ESCAPE) Project , 2015, BMC Psychiatry.

[38]  Yvonne Rogers,et al.  Mood Squeezer: Lightening up the Workplace through Playful and Lightweight Interactions , 2015, CSCW.

[39]  Mark Matthews,et al.  MoodLight: Exploring Personal and Social Implications of Ambient Display of Biosensor Data , 2015, CSCW.

[40]  A. Barry,et al.  Employee stress management: An examination of adaptive and maladaptive coping strategies on employee health. , 2015, Work.

[41]  Alex Pentland,et al.  Daily Stress Recognition from Mobile Phone Data, Weather Conditions and Individual Traits , 2014, ACM Multimedia.

[42]  Amy Voida,et al.  Towards personal stress informatics: comparing minimally invasive techniques for measuring daily stress in the wild , 2014, PervasiveHealth.

[43]  Victor A. Mateevitsi,et al.  The health bar: a persuasive ambient display to improve the office worker's well being , 2014, AH.

[44]  Lisl Klein,et al.  What do we actually mean by 'sociotechnical'? On values, boundaries and the problems of language. , 2014, Applied ergonomics.

[45]  Kristina F Simacek,et al.  Betwixt and Between , 2014 .

[46]  John Zimmerman,et al.  Research Through Design in HCI , 2014, Ways of Knowing in HCI.

[47]  Jes A. Koepfler,et al.  Charting Sociotechnical Dimensions of Values for Design Research , 2013, Inf. Soc..

[48]  Wendy Moncur,et al.  The emotional wellbeing of researchers: considerations for practice , 2013, CHI.

[49]  K. Cokley,et al.  An Examination of the Impact of Minority Status Stress and Impostor Feelings on the Mental Health of Diverse Ethnic Minority College Students , 2013 .

[50]  Jesper Simonsen,et al.  Methods: organising principles and general guidelines for Participatory Design projects , 2012 .

[51]  Mykola Pechenizkiy,et al.  Stess@Work: from measuring stress to its understanding, prediction and handling with personalized coaching , 2012, IHI '12.

[52]  M.G.D. Steen,et al.  Benefits of co-design in service design projects , 2011 .

[53]  Phoebe Sengers,et al.  "I lie to myself that i have freedom in my own schedule": productivity tools and experiences of busyness , 2011, CHI.

[54]  L. Varvogli,et al.  Stress management techniques: evidence-based procedures that reduce stress and promote health , 2011 .

[55]  Andrés Lucero,et al.  PLEX Cards: a source of inspiration when designing for playfulness , 2010, Fun and Games '10.

[56]  Kristina Höök,et al.  Mind the body!: designing a mobile stress management application encouraging personal reflection , 2010, Conference on Designing Interactive Systems.

[57]  Jodi Forlizzi,et al.  A stage-based model of personal informatics systems , 2010, CHI.

[58]  Christina Maslach,et al.  Burnout: 35 years of research and practice , 2009 .

[59]  Susan I. Buchalter Art Therapy Techniques and Applications , 2009 .

[60]  Jolie N. Haun,et al.  Perceived Stress among Graduate Students: Roles, Responsibilities, & Social Support , 2008 .

[61]  Pieter Jan Stappers,et al.  Co-creation and the new landscapes of design , 2008 .

[62]  Kim Halskov,et al.  The emergence of ideas: the interplay between sources of inspiration and emerging design concepts , 2007 .

[63]  S. Oswalt,et al.  What to Do about Being Overwhelmed: Graduate Students, Stress and University Services , 2007 .

[64]  M. Keeling,et al.  Externalizing problems through art and writing: experiences of process and helpfulness. , 2006, Journal of marital and family therapy.

[65]  Kim Halskov,et al.  Inspiration card workshops , 2006, DIS '06.

[66]  R. L. Smith,et al.  Doctoral Programs: Changing High Rates of Attrition. , 2006 .

[67]  Yu-hsi Chen The Way of Nature as a Healing Power , 2006 .

[68]  Ronald O. Pitner,et al.  Use of Critical Consciousness in Anti-Oppressive Social Work Practice: Disentangling Power Dynamics at Personal and Structural Levels , 2005 .

[69]  John Zimmerman,et al.  Breakaway: an ambient display designed to change human behavior , 2005, CHI Extended Abstracts.

[70]  C. R. Snyder,et al.  Positive Psychological Assessment: A Handbook of Models and Measures , 2003 .

[71]  Nina Knoll,et al.  Positive coping: Mastering demands and searching for meaning. , 2003 .

[72]  Michael J. Muller,et al.  Participatory design: the third space in HCI , 2002 .

[73]  Einar B. Thorsteinsson,et al.  A Meta-analysis of the effects of experimental manipulations of social support during laboratory stress , 1999 .

[74]  Alison Kidd,et al.  The marks are on the knowledge worker , 1994, CHI '94.

[75]  A. Strauss Basics Of Qualitative Research , 1992 .

[76]  G. Lynch,et al.  The neurobiology of learning and memory , 1989, Cognition.

[77]  Y. I. Kim [General systems theory]. , 1989, Taehan kanho. The Korean nurse.

[78]  S. Cobb Presidential Address-1976. Social support as a moderator of life stress. , 1976, Psychosomatic medicine.

[79]  A. Forder Social Work and System Theory , 1976 .

[80]  Tina Maschi,et al.  Empowerment Theory , 2022, Theoretical Perspectives for Direct Social Work Practice.