Stevenson, J.C., Emerson, L.M., McKinnon, K., & Millings, A. (2022). Facets of mindfulness mediate the relationship between attachment orientation and emotion regulation in university students. Psychological Reports. http://doi.org/10.1177/00332941221119409

Broglia, E., Millings, A., & Barkham, M. (2021). Student mental health profiles and barriers to help seeking: When and why students seek help for a mental health concern. Counselling and Psychotherapy Research, 21 (4), 816-826. http://doi.org/10.1002/capr.12462

Millings, A., Abu-Akel, A., Mattar, T., & Rowe, A. (2021). Constraints to liberty of movement and attachment styles significantly account for well-being in three Palestinian samples. European Journal of Psychotraumatology, 12. http://doi.org/10.1080/20008198.2021.1968139

Stevenson, J., Millings, A., Emerson, L.M., Sirois, F., & Rowe, A. (2021). Adult attachment and mindfulness: examining directionality, causality, and theoretical implications. Journal of Research in Personality. http://doi.org/10.1016/j.jrp.2020.104043

Easton, K., Kellett, S., Cooper, M., Millings, A., Varela, J., & Parry, G. (2021). Blending cognitive analytic therapy with a digital support tool: Mixed methods study involving a user-centered design of a prototype app. JMIR Mental Health, 8 (2), e20213. http://doi.org/10.2196/20213

Kellett, S., Easton, K., Cooper, M., Millings, A., Simmonds-Buckley, M., & Parry, G. (2021). Correction: Evaluation of a Mobile App to Enhance Relational Awareness and Change During Cognitive Analytic Therapy: Mixed Methods Case Series. JMIR mental health, 8 (1), e27159. http://doi.org/10.2196/27159

Kellett, S., Easton, K., Cooper, M., Millings, A., Simmonds-Buckley, M., & Parry, G. (2020). Evaluation of a Mobile App to Enhance Relational Awareness and Change During Cognitive Analytic Therapy: Mixed Methods Case Series. JMIR Mental Health, 7 (12). http://doi.org/10.2196/19888

Kellett, S., Easton, K., Cooper, M., Millings, A., Simmonds-Buckley, M., & Parry, G. (2020). Evaluation of a Mobile App to Enhance Relational Awareness and Change During Cognitive Analytic Therapy: Mixed Methods Case Series. JMIR mental health, 7 (12), e19888. http://doi.org/10.2196/19888

Simmonds-Buckley, M., Bennion, M.R., Kellett, S., Millings, A., Hardy, G.E., & Moore, R.K. (2020). Acceptability and Effectiveness of NHS-Recommended e-Therapies for Depression, Anxiety, and Stress: Meta-Analysis. Journal of medical internet research, 22 (10), e17049. http://doi.org/10.2196/17049

Millings, A., Hirst, S.L., Sirois, F., & Houlston, C. (2020). Emotional adaptation to relationship dissolution in parents and non-parents: A new conceptual model and measure. PLOS ONE, 15 (10), e0239712. http://doi.org/10.1371/journal.pone.0239712

Bennion, M.R., Hardy, G.E., Moore, R.K., Kellett, S., & Millings, A. (2020). Usability, Acceptability, and Effectiveness of Web-Based Conversational Agents to Facilitate Problem Solving in Older Adults: Controlled Study. J Med Internet Res, 22 (5), e16794. http://doi.org/10.2196/16794

Kellett, S., Simmonds-Buckley, M., Limon, E., Hague, J., Hughes, L., Stride, C., & Millings, A. (2020). Defining the Assessment and Treatment Competencies to Deliver Low-Intensity Cognitive Behavior Therapy: A Multi-Center Validation Study. Behavior Therapy. http://doi.org/10.1016/j.beth.2020.01.006

Easton, K., Kellett, S., Cooper, M., Millings, A., Varela, J., & Parry, G. (2020). Blending Cognitive Analytic Therapy With a Digital Support Tool: Mixed Methods Study Involving a User-Centered Design of a Prototype App (Preprint). . http://doi.org/10.2196/preprints.20213

Wilkinson, L.L., Rowe, A.C., & Millings, A. (2020). Disorganized attachment predicts body mass index via uncontrolled eating. International Journal of Obesity, 44 (2), 438-446. http://doi.org/10.1038/s41366-019-0378-0

Broglia, E., Millings, A., & Barkham, M. (2019). Counseling with guided use of a mobile well-being app for students experiencing anxiety or depression: Clinical outcomes of a feasibility trial embedded in a student counseling service. JMIR mHealth and uHealth, 7 (8), e14318. http://doi.org/10.2196/14318

Houlston, C., Millings, A., Mansfield, P., & Hirst, S.L. (2019). Development and Practical use of an Emotional Readiness Assessment for Support in Family Justice Processes. Family Court Review, 57 (3), 332-341. http://doi.org/10.1111/fcre.12426

Norman, P., Webb, T.L., Millings, A., & Pechey, L. (2019). Does the structure (tunneled vs. free-roam) and content (if-then plans vs. choosing strategies) of a brief online alcohol intervention effect engagement and effectiveness? A randomized controlled trial. Translational Behavioral Medicine, 9 (6), 1122-1130. http://doi.org/10.1093/tbm/ibz110

Bennion, M.R., Hardy, G.E., Moore, R.K., Kellett, S., & Millings, A. (2019). E-Therapies in England for stress, anxiety or depression: How are apps developed? A survey of NHS e-therapy developers. BMJ Health and Care Informatics, 26 (1). http://doi.org/10.1136/bmjhci-2019-100027

Millings, A., Carnelley, K.B., Cavanagh, K., Wilderspin, A., Wiseman, H., & Rowe, A.C. (2019). Priming attachment security improves attitudes towards a range of therapies. British journal of psychology (London, England : 1953), 110 (1), 15-39. http://doi.org/10.1111/bjop.12334

Stevenson, J.C., Millings, A., & Emerson, L.-.M. (2019). Psychological Well-being and Coping: the Predictive Value of Adult Attachment, Dispositional Mindfulness, and Emotion Regulation. Mindfulness, 10 (2), 256-271. http://doi.org/10.1007/s12671-018-0970-8

Norman, P., Webb, T.L., & Millings, A. (2019). Using the theory of planned behaviour and implementation intentions to reduce binge drinking in new university students. Psychology and Health, 34 (4), 478-496. http://doi.org/10.1080/08870446.2018.1544369

Shearman, N., Millings, A., Carroll, D., & Rowe, A. (2019). A preliminary exploration of the links between attachment disorganisation and schizotypy dimensions in adulthood (Letter to the editor). Schizophrenia Research, 208, 493-495. http://doi.org/10.1016/j.schres.2019.01.004

Cameron, D., Millings, A., Fernando, S., Collins, E.C., Moore, R., Sharkey, A., ... Prescott, T. (2018). The effects of robot facial emotional expressions and gender on child–robot interaction in a field study. Connection Science, 30 (4), 343-361. http://doi.org/10.1080/09540091.2018.1454889

Broglia, E., Millings, A., & Barkham, M. (2018). Challenges to addressing student mental health in embedded counselling services: a survey of UK higher and further education institutions. British Journal of Guidance & Counselling, 46 (4), 441-455. http://doi.org/10.1080/03069885.2017.1370695

Krasuska, M., Lavda, A.C., Thompson, A.R., & Millings, A. (2018). The role of adult attachment orientation and coping in psychological adjustment to living with skin conditions. The British journal of dermatology, 178 (6), 1396-1403. http://doi.org/10.1111/bjd.16268

Krasuska, M., Millings, A., Lavda, A.C., & Thompson, A.R. (2018). Compassion-focused self-help for skin conditions in individuals with insecure attachment: a pilot evaluation of acceptability and potential effectiveness. The British journal of dermatology, 178 (2), e122-e123. http://doi.org/10.1111/bjd.15934

Johnston, S.A., Krasuska, M., Millings, A., Lavda, A.C., & Thompson, A.R. (2018). Experiences of rosacea and its treatment: an interpretative phenomenological analysis. The British journal of dermatology, 178 (1), 154-160. http://doi.org/10.1111/bjd.15780

Stevenson, J.C., Emerson, L.-.M., & Millings, A. (2017). The Relationship Between Adult Attachment Orientation and Mindfulness: a Systematic Review and Meta-analysis. Mindfulness, 8 (6), 1438-1455. http://doi.org/10.1007/s12671-017-0733-y

Broglia, E., Millings, A., & Barkham, M. (2017). Comparing counselling alone versus counselling supplemented with guided use of a well-being app for university students experiencing anxiety or depression (CASELOAD): protocol for a feasibility trial. Pilot and Feasibility Studies, 3 (1). http://doi.org/10.1186/s40814-016-0119-2

Norman, P., Cameron, D., Epton, T., Webb, T.L., Harris, P.R., Millings, A., & Sheeran, P. (2017). A randomized controlled trial of a brief online intervention to reduce alcohol consumption in new university students: Combining self-affirmation, theory of planned behaviour messages, and implementation intentions. British Journal of Health Psychology, 23 (1), 108-127. http://doi.org/10.1111/bjhp.12277

Broglia, E., Millings, A., & Barkham, M. (2017). The Counseling Center Assessment of Psychological Symptoms (CCAPS-62): Acceptance, feasibility, and initial psychometric properties in a UK student population. Clinical psychology & psychotherapy, 24 (5), 1178-1188. http://doi.org/10.1002/cpp.2070

Bennion, M.R., Hardy, G., Moore, R.K., & Millings, A. (2017). E-therapies in England for stress, anxiety or depression: What is being used in the NHS A survey of mental health services. BMJ Open, 7 (1). http://doi.org/10.1136/bmjopen-2016-014844

Krasuska, M., Millings, A., Lavda, A., & Thompson, A. (2016). Psychological needs and availability of psychological support for people with rosacea and psoriasis: findings from a brief survey of GPs. Dermatological Nursing.

Sirois, F.M., Millings, A., & Hirsch, J.K. (2016). Insecure attachment orientation and well-being in emerging adults: The roles of perceived social support and fatigue. Personality and Individual Differences, 101, 318-321. http://doi.org/10.1016/j.paid.2016.06.026

Morris, J., Firkins, A., Millings, A., Mohr, C., Redford, P., & Rowe, A. (2016). Internet-delivered cognitive behavior therapy for anxiety and insomnia in a higher education context. Anxiety, stress, and coping, 29 (4), 415-431. http://doi.org/10.1080/10615806.2015.1058924

Rowe, A.C., Shepstone, L., Carnelley, K.B., Cavanagh, K., & Millings, A. (2016). Attachment Security and Self-compassion Priming Increase the Likelihood that First-time Engagers in Mindfulness Meditation Will Continue with Mindfulness Training. Mindfulness, 7 (3), 642-650. http://doi.org/10.1007/s12671-016-0499-7

Krasuska, M., Millings, A., Lavda, A., & Thompson, A. (2016). Dermatology patients need better access to psychological therapies - but GPs can help. Pulse – GPs magazine.

Millings, A., & Carnelley, K.B. (2015). Core belief content examined in a large sample of patients using online cognitive behaviour therapy. Journal of Affective Disorders, 186, 275-283. http://doi.org/10.1016/j.jad.2015.06.044

Millings, A., Morris, J., Rowe, A., Easton, S., Martin, J.K., Majoe, D., & Mohr, C. (2015). Can the effectiveness of an online stress management program be augmented by wearable sensor technology? Internet Interventions, 2 (3), 330-339. http://doi.org/10.1016/j.invent.2015.04.005

Anderson, R., Ukoumunne, O.C., Sayal, K., Phillips, R., Taylor, J.A., Spears, M., ... Stallard, P. (2014). Cost-effectiveness of classroom-based cognitive behaviour therapy in reducing symptoms of depression in adolescents: a trial-based analysis. Journal of child psychology and psychiatry, and allied disciplines, 55 (12), 1390-1397. http://doi.org/10.1111/jcpp.12248

Cavanagh, K., & Millings, A. (2013). (Inter)personal Computing: The Role of the Therapeutic Relationship in E-mental Health. Journal of Contemporary Psychotherapy, 43 (4), 197-206. http://doi.org/10.1007/s10879-013-9242-z

Stallard, P., Phillips, R., Montgomery, A.A., Spears, M., Anderson, R., Taylor, J., ... Sayal, K. (2013). A cluster randomised controlled trial to determine the clinical effectiveness and cost-effectiveness of classroom-based cognitive-behavioural therapy (CBT) in reducing symptoms of depression in high-risk adolescents. Health technology assessment (Winchester, England), 17 (47), vii-109. http://doi.org/10.3310/hta17470

Phillips, R., Spears, M.R., Montgomery, A.A., Millings, A., Sayal, K., & Stallard, P. (2013). Could a brief assessment of negative emotions and self-esteem identify adolescents at current and future risk of self-harm in the community? A prospective cohort analysis. BMC public health, 13, 604. http://doi.org/10.1186/1471-2458-13-604

Millings, A., Walsh, J., Hepper, E., & O'Brien, M. (2013). Good partner, good parent: responsiveness mediates the link between romantic attachment and parenting style. Personality & social psychology bulletin, 39 (2), 170-180. http://doi.org/10.1177/0146167212468333

Lockwood, P., Millings, A., Hepper, E., & Rowe, A.C. (2013). If I Cry, Do You Care? Journal of Individual Differences, 34 (1), 41-47. http://doi.org/10.1027/1614-0001/a000098

Hall, N.R., Millings, A., & Bouças, S.B. (2012). Adult Attachment Orientation and Implicit Behavioral Mimicry. Journal of Nonverbal Behavior, 36 (4), 235-247. http://doi.org/10.1007/s10919-012-0136-7

Stallard, P., Sayal, K., Phillips, R., Taylor, J.A., Spears, M., Anderson, R., ... Montgomery, A.A. (2012). Classroom based cognitive behavioural therapy in reducing symptoms of depression in high risk adolescents: pragmatic cluster randomised controlled trial. BMJ (Clinical research ed.), 345, e6058. http://doi.org/10.1136/bmj.e6058

Rosenthal, H.E.S., Walsh, J., Crisp, R.J., Farrow, C.V., Waugh, M.J., Blissett, J., & Millings, A. (2012). Attachment anxiety and friendship group identification under attachment threat: The moderating role of priming support network expectations. Personality and Individual Differences, 53 (5), 562-567. http://doi.org/10.1016/j.paid.2012.04.035

Millings, A., Buck, R., Montgomery, A., Spears, M., & Stallard, P. (2012). School connectedness, peer attachment, and self-esteem as predictors of adolescent depression. Journal of adolescence, 35 (4), 1061-1067. http://doi.org/10.1016/j.adolescence.2012.02.015

Notley, C., Scaife, V., O'brien, M., Mceune, R., Biggart, L., & Millings, A. (2012). Vulnerable young people and substance-use information-seeking: perceived credibility of different information sources and implications for services. Journal of Substance Use, 17 (2), 163-175. http://doi.org/10.3109/14659891.2010.540297

Stallard, P., Montgomery, A.A., Araya, R., Anderson, R., Lewis, G., Sayal, K., ... Taylor, J.A. (2010). Protocol for a randomised controlled trial of a school based cognitive behaviour therapy (CBT) intervention to prevent depression in high risk adolescents (PROMISE). Trials, 11, 114. http://doi.org/10.1186/1745-6215-11-114

MILLINGS, A., & WALSH, J. (2009). A dyadic exploration of attachment and caregiving in long‐term couples. Personal Relationships, 16 (3), 437-453. http://doi.org/10.1111/j.1475-6811.2009.01232.x

Scaife, V., O'Brien, M., McEune, R., Notley, C., Millings, A., & Biggart, L. (2009). Vulnerable young people and substance misuse: expanding on the risk and protection‐focused approach using social psychology. Child Abuse Review, 18 (4), 224-239. http://doi.org/10.1002/car.1058

Cavanagh, K., & Millings, A. (n.d.). Increasing engagement with computerised cognitive behavioural therapies. ICST Transactions on Ambient Systems, 13 (2), e3. http://doi.org/10.4108/trans.amsys.01-06.2013.e3

Millings, A., Hepper, E.G., Hart, C.M., Swift, L., & Rowe, A.C. (n.d.). Holding Back the Tears: Individual Differences in Adult Crying Proneness Reflect Attachment Orientation and Attitudes to Crying. Frontiers in Psychology, 7. http://doi.org/10.3389/fpsyg.2016.01003

Conference papers

(2018). Abstract 2018. International Journal of Behavioral Medicine, 25 (S1), 1-219. http://doi.org/10.1007/s12529-018-9740-1

Cameron, D., Fernando, S., Collins, E.C., Millings, A., Szollosy, M., Moore, R., ... Prescott, T. (2017). You Made Him Be Alive: Children’s Perceptions of Animacy in a Humanoid Robot. In Biomimetic and Biohybrid Systems, (pp. 73-85). Springer International Publishing: http://doi.org/10.1007/978-3-319-63537-8_7

Cameron, D., Fernando, S., Cowles-Naja, E., Perkins, A., Collins, E., Millings, A., ... Prescott, T. (2017). Children’s Age Influences Their Use of Biological and Mechanical Questions Towards a Humanoid. In Towards Autonomous Robotic Systems, (pp. 290-299). Springer International Publishing: http://doi.org/10.1007/978-3-319-64107-2_23

Cameron, D., Fernando, S., Millings, A., Szollosy, M., Collins, E., Moore, R., ... Prescott, T. (2016). Congratulations, It’s a Boy! Bench-Marking Children’s Perceptions of the Robokind Zeno-R25. In Towards Autonomous Robotic Systems, (pp. 33-39). Springer International Publishing: http://doi.org/10.1007/978-3-319-40379-3_4

Cameron, D., Fernando, S., Millings, A., Szollosy, M., Collins, E., Moore, R., ... Prescott, T. (2016). Designing Robot Personalities for Human-Robot Symbiotic Interaction in an Educational Context. In Biomimetic and Biohybrid Systems, (pp. 413-417). Springer International Publishing: http://doi.org/10.1007/978-3-319-42417-0_39

Thompson, A., Krasuska, M., Millings, A., & Lavda, A. (2016). The effects of attachment style on coping with visible skin conditions and responsiveness to a compassion based self-help intervention. In British Association of Dermatologists.

Cameron, D., Fernando, S., Collins, E., Millings, A., Moore, R., Sharkey, A., & Prescott, T. (2016). Impact of robot responsiveness and adult involvement on children's social behaviours in human-robot interaction. AISB Annual Convention 2016, AISB 2016.

Cameron, D., Fernando, S., Millings, A., Moore, R., Sharkey, A., & Prescott, T. (2015). Children’s Age Influences Their Perceptions of a Humanoid Robot as Being Like a Person or Machine. In Biomimetic and Biohybrid Systems, (pp. 348-353). Springer International Publishing: http://doi.org/10.1007/978-3-319-22979-9_34

(2015). Psychodermatology U.K. British Journal of Dermatology, 173, 200-208. http://doi.org/10.1111/bjd.13821

Cameron, D., Fernando, S., Collins, E., Millings, A., Moore, R., Sharkey, A., ... Prescott, T. (2015). Presence of life-like robot expressions influences children's enjoyment of human-robot interactions in the field. AISB Convention 2015.

Wood, N., Sharkey, A., Mountain, G., & Millings, A. (2015). The paro robot seal as a social mediator for healthy users. AISB Convention 2015.

Easton, S., Mohr, C., Millings, A., Morris, J., & Rowe, A.C. (2014). Relationships between dispositional attachment orientation and trait schizotypy remain stable over a 4-week period of stress, with or without stress management intervention. Personality and Individual Differences, 60, S68. http://doi.org/10.1016/j.paid.2013.07.297

Collins, E.C., Millings, A., & Prescott, T.J. (2013). Attachment to assistive technology: A new conceptualisation. Assistive Technology Research Series, 33, 823-828. http://doi.org/10.3233/978-1-61499-304-9-823

Book chapters

Millings, A., & Collins, E.C. (2018). Human relationships with living machines. Oxford University Press: http://doi.org/10.1093/oso/9780199674923.003.0060

Collins, E.C., & Prescott, T.J. (2014). Individual Differences and Biohybrid Societies. In Biomimetic and Biohybrid Systems. (pp. 374-376). Springer International Publishing: http://doi.org/10.1007/978-3-319-09435-9_34

Reports

Millings, A., Wilcockson, H., Clarke, E., Lamb, M., Humphreys, H., Paddock, D., ... Coldwell, M. (2022). Applying behavioural science to promoting uptake of family hubs services Research report. (1284). Department for Education. https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1123977/Applying_behavioural_science_to_promoting_uptake_of_family_hubs_services.pdf

Millings, A., Wilcockson, H., Clarke, E., Lamb, M., Humphreys, H., Paddock, D., ... Coldwell, M. (2022). Applying behavioural science to promoting uptake of family hubs services Research report summary. Department for Education. https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1123978/Summary_Applying_behavioural_science_to_promoting_uptake_of_family_hubs_services.pdf

Millings, A., Wilcockson, H., Harris-Evans, J., Thorneloe, R., Arden, M., & Coldwell, M. (2021). A Behavioural Insights Project: testing what works to increase the reach and take-up of family hub services by disadvantaged and vulnerable families - Logic Models and Linked Research Protocols.

Millings, A., Wilcockson, H., Harris-Evans, J., Thorneloe, R., Arden, M., & Coldwell, M. (2021). A Behavioural Insights Project: testing what works to increase the reach and take-up of family hub services by disadvantaged and vulnerable families - Recommendations Report.

Jordan, C., Millings, A., & Arden, M. (2021). Examining Barriers and Facilitators to Electric Car Purchase and Confidence in Charging Capabilities in Sheffield and Rotherham. Sheffield Hallam University, Centre for Behavioural Science and Applied Psychology.

Millings, A., Clarke, E., Thorneloe, R., & Arden, M. (2021). Be Well DoncasterReport on final co-design workshop with community members.

Millings, A., Thorneloe, R., & Arden, M. (2021). Evaluation of Be Well Service for Doncaster CouncilProject Protocol.

Millings, A., Thorneloe, R., Brown, C., Lamb, M., Macaskill, A., & Arden, M. (2020). Be Well DoncasterInterim Report on co-design with stakeholders and community members.

Internet Publications

Millings, A., Walsh, J., & Rowe, A. (2016). Do mothers really have stronger bonds with their children than fathers do? https://theconversation.com/do-mothers-really-have-stronger-bonds-with-their-children-than-fathers-do-57590#:~:text=Oxytocin%2C%20commonly%20heralded%20as%20the,of%20interacting%20with%20their%20infants

Presentations

Millings, A. (2022). Online interventions for improving student mental health. Presented at: Applying Relationships Science to Contemporary Interventions Seminar Series, Norwich

Millings, A., Hirst, S., Sirois, F., & Houlston, C. (2021). Moving on to work together: measuring and supporting separating parents’ Emotional Adaptation to Relationship Dissolution. Presented at: Swansea University Department of Psychology Seminar Series

Millings, A., Hirst, S., Sirois, F., & Houlston, C. (2020). Emotional Adaptation to Relationship Dissolution: A new conceptual model and measure. Presented at: SHU PSP Research Conference

Millings, A. (2019). Behavioural outcomes of Emotional Readiness and future research agenda. Presented at: International Association for Relationships Research, Brighton

Millings, A., Wigglesworth, H., & Knowles, R. (2019). Carrying and maternal well-being. Presented at: UK Attachment Network, Bristol

Millings, A., Stevenson, J., & Emerson, L. (2016). Attachment and mindfulness: a systematic review and meta-analysis. Presented at: Applying Relationships Science to Contemporary Interventions Seminar Series, Bristol

Stevenson, J., Millings, A., & Emerson, L. (2016). The relationship between attachment security and mindfulness: a systematic review. Presented at: International Conference on Mindfulness, Rome

Millings, A. (2014). Will this Therapy Help Me or Harm Me? Attachment Orientation and Attitudes towards Different Kinds of Therapies. Presented at: Clinical Psychology Seminar Series, University of Sheffield, Sheffield

Millings, A. (2009). An Introduction to dyadic analysis: The APIM applied to family relationships. Presented at: ESRC-funded seminar: Contemporary Developments in Qualitative and Quantitative Social Work Research Methods, Birmingham

Millings, A. (2008). Does being a better partner mean being a better parent? Messages from across-sectional study of 125 families. Presented at: Seminar funded by the Department of Children, Schools and Families, London

Millings, A. (2008). Does being a better partner mean being a better parent? Messages from across-sectional study of 125 families.

Millings, A. (2007). The influence of the couple relationship on parenting: An adult attachment perspective. Presented at: NCH Regional Conference, Norwich

Datasets

Wilkinson, L.L., Rowe, A.C., & Millings, A. (2019). Disorganized attachment predicts body mass index via uncontrolled eating.. http://doi.org/10.31219/osf.io/edf65