Confusion and information triggered by photos in persona profiles

Abstract We investigate whether additional photos beyond a single headshot makes a persona profile more informative without confusing the end user. We conduct an eye-tracking experiment and qualitative interviews with digital content creators after varying the persona in photos via a single headshot, a headshot and photo of the persona in different contexts, and a headshot with photos of different people with key persona attributes the gender and age. Findings show that contextual photos provide significantly more persona information to end users; however, showing photos of multiple people engenders confusion and lowers informativeness. Also, as anticipated, viewing additional photos requires more cognitive focus, which is measured by eye-tracking metrics; these metrics are correlated with levels of informativeness and confusion. Furthermore, various interpretations of the persona based on the choice of photos are biased by the end users’ experiences and preconceptions. Concerning persona design, findings indicate that persona creators need to consider the intended persona use objectives when selecting photos and when producing persona profiles. Using contextual photos can improve informativeness, but this demands more cognitive focus from end users. Thus, adding contextual photos increases the perceived informativeness of the persona profile without being obfuscating, but multiple photos of different people do evoke confusion about the targeted persona.

[1]  Lawrence H. Gerstein,et al.  Emotion Recognition, Emotion Expression, and Cultural Display Rules: Implications for Counseling , 2017 .

[2]  Elina Eriksson,et al.  The secret life of a persona: when the personal becomes private , 2013, CHI.

[3]  Michael B. Twidale,et al.  Resolving Incommensurable Debates: A Preliminary Identification of Persona Kinds, Attributes, and Characteristics , 2008 .

[4]  Jonathan Grudin,et al.  Personas, Participatory Design and Product Development: An Infrastructure for Engagement , 2002 .

[5]  Susan T. Fiske,et al.  Stereotyping, prejudice, and discrimination at the seam between the centuries: evolution, culture, mind, and brain , 2000 .

[6]  S. Kothari,et al.  Determinants of the Informativeness of Analyst Research , 2003 .

[7]  Kim Goodwin,et al.  Designing for the Digital Age: How to Create Human-Centered Products and Services , 2009 .

[8]  Nicu Sebe,et al.  How to Make an Image More Memorable?: A Deep Style Transfer Approach , 2017, ICMR.

[9]  Karin Slegers,et al.  Using correspondence analysis to monitor the persona segmentation process , 2012, NordiCHI.

[10]  Tamara Sumner,et al.  A latent semantic analysis methodology for the identification and creation of personas , 2008, CHI.

[11]  Linden J. Ball,et al.  Cueing retrospective verbal reports in usability testing through eye-movement replay , 2007, BCS HCI.

[12]  Paul P. Maglio,et al.  Tradeoffs in displaying peripheral information , 2000, CHI.

[13]  Torsten Reiners,et al.  Social Network Perception Alignment of E-Recruiters and Potential Applicants , 2013, 2013 46th Hawaii International Conference on System Sciences.

[14]  Lene Nielsen,et al.  Personas is applicable: a study on the use of personas in Denmark , 2014, CHI.

[15]  Å. Hellström,et al.  Person perception through facial photographs: effects of glasses, hair, and beard on judgments of occupation and personal qualities , 1994 .

[16]  José L. Abdelnour-Nocera,et al.  Reframing HCI Through Local and Indigenous Perspectives , 2013, Int. J. Hum. Comput. Interact..

[17]  Tara Matthews,et al.  Comparing collaboration and individual personas for the design and evaluation of collaboration software , 2012, CHI.

[18]  Mohsen Kahani,et al.  Mining user interests over active topics on social networks , 2018, Inf. Process. Manag..

[19]  Jacek Gwizdka,et al.  Does interactive search results overview help?: an eye tracking study , 2013, CHI Extended Abstracts.

[20]  Erin Friess,et al.  Personas and decision making in the design process: an ethnographic case study , 2012, CHI.

[21]  Matt Jones,et al.  Mobile Interaction Design , 2006 .

[22]  Jennifer L. Bevan,et al.  A picture is worth a thousand words: A content analysis of Facebook profile photographs , 2011, Comput. Hum. Behav..

[23]  Jon Brickey,et al.  A Comparative Analysis of Persona Clustering Methods , 2010, AMCIS.

[24]  Kasper Hornbæk,et al.  What Is Interaction? , 2017, CHI.

[25]  Janice James,et al.  User-Centered Design Stories: Real-World UCD Case Studies , 2007 .

[26]  Jonathan Grudin,et al.  Personas: practice and theory , 2003, DUX '03.

[27]  Thanapong Intharah,et al.  Help, It Looks Confusing: GUI Task Automation Through Demonstration and Follow-up Questions , 2017, IUI.

[28]  Colleen M. Carpinella,et al.  Visual Information and Candidate Evaluations: The Influence of Feminine and Masculine Images on Support for Female Candidates , 2018 .

[29]  Lucia Vilela Leite Filgueiras,et al.  User modeling with personas , 2005, CLIHC '05.

[30]  John A. Bargh,et al.  Social Psychology and the Unconscious: The Automaticity of Higher Mental Processes , 2013 .

[31]  Bernard J. Jansen,et al.  Imaginary People Representing Real Numbers , 2018, ACM Trans. Web.

[32]  Karen Holtzblatt,et al.  Contextual design , 1997, INTR.

[33]  Walid Magdy,et al.  The 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining ASONAM 2017 , 2017 .

[34]  Bernard J. Jansen,et al.  Persona Generation from Aggregated Social Media Data , 2017, CHI Extended Abstracts.

[35]  Josiane Mothe,et al.  Location extraction from tweets , 2018, Inf. Process. Manag..

[36]  Gianfranco Walsh,et al.  Towards a Conceptual Model of Consumer Confusion , 2005 .

[37]  P. C. Malshe What is this interaction? , 1994, The Journal of the Association of Physicians of India.

[38]  Lillian Bridges Face Reading in Chinese Medicine, 2nd Edition , 2012 .

[39]  A. Young,et al.  In the Eye of the Beholder: The Science of Face Perception , 1998 .

[40]  Margaret M. Burnett,et al.  Gender-Inclusiveness Personas vs. Stereotyping: Can We Have it Both Ways? , 2017, CHI.

[41]  Rashmi R. Sinha,et al.  Persona development for information-rich domains , 2003, CHI Extended Abstracts.

[42]  Farshid Anvari,et al.  Persona ontology for user centred design professionals , 2013, ICIS 2013.

[43]  Joseph H. Goldberg,et al.  Eye tracking in web search tasks: design implications , 2002, ETRA.

[44]  Bernard J. Jansen,et al.  Personas for Content Creators via Decomposed Aggregate Audience Statistics , 2017, 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

[45]  E. Higgins Knowledge activation: Accessibility, applicability, and salience. , 1996 .

[46]  Nicola Marsden,et al.  Stereotypes and Politics: Reflections on Personas , 2016, CHI.

[47]  C. Hall,et al.  Self-Reported Aggression and the Perception of Anger in Facial Expression Photos , 2006, The Journal of psychology.

[48]  Andrew T. Duchowski,et al.  Determining optimal caption placement using eye tracking , 2013, SIGDOC '13.

[49]  Yen-Chun Jim Wu,et al.  Do Facebook profile pictures reflect user's personality? , 2015, Comput. Hum. Behav..

[50]  Rosa Gudjonsdottir,et al.  Personas and scenarios: design tool or a communication device? , 2008, COOP.

[51]  Lene Nielsen,et al.  Personas - User Focused Design , 2012, Human–Computer Interaction Series.

[52]  Jan Stage,et al.  A Template for Design Personas: Analysis of 47 Persona Descriptions from Danish Industries and Organizations , 2015, Int. J. Sociotechnology Knowl. Dev..

[53]  Mary Beth Rosson,et al.  CHI '07 Extended Abstracts on Human Factors in Computing Systems , 2007, CHI 2007.

[54]  Bernard J. Jansen,et al.  Who are your users?: comparing media professionals' preconception of users to data-driven personas , 2017, OZCHI.

[55]  Bernard J. Jansen,et al.  Generating Cultural Personas from Social Data: A Perspective of Middle Eastern Users , 2017, 2017 5th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW).

[56]  Adrienne Massanari,et al.  Designing for imaginary friends: information architecture, personas and the politics of user-centered design , 2010, New Media Soc..

[57]  Qian Guo,et al.  A diary study of information encountering triggered by visual stimuli on micro-blogging services , 2019, Inf. Process. Manag..

[58]  Nalini Kotamraju,et al.  Data-driven persona development , 2008, CHI.

[59]  Eric Gilbert,et al.  Faces engage us: photos with faces attract more likes and comments on Instagram , 2014, CHI.

[60]  T. Tenbrink Cognitive Discourse Analysis: accessing cognitive representations and processes through language data* , 2014, Language and Cognition.

[61]  José L. Abdelnour-Nocera,et al.  A Critique of Personas as representations of "the other" in Cross-Cultural Technology Design , 2016, AfriCHI.

[62]  Katharina Reinecke,et al.  How WEIRD is HCI?: Extending HCI Principles to other Countries and Cultures , 2015, CHI Extended Abstracts.

[63]  Joemon M. Jose,et al.  User engagement in online News: Under the scope of sentiment, interest, affect, and gaze , 2014, J. Assoc. Inf. Sci. Technol..

[64]  Frank J. Bernieri,et al.  Judging attractiveness: Biases due to raters’ own attractiveness and intelligence , 2015 .

[65]  Iftikhar Ahmed,et al.  Making personas memorable , 2007, CHI Extended Abstracts.

[66]  Anand K. Gramopadhye,et al.  A Case Study on Use of Personas in Design and Development of an Audit Management System , 2007 .

[67]  Thomas Ertl,et al.  Triangulating user behavior using eye movement, interaction, and think aloud data , 2016, ETRA.

[68]  J. Grudin 12 – WHY PERSONAS WORK: THE PSYCHOLOGICAL EVIDENCE , 2006 .

[69]  Mahzarin R. Banaji,et al.  When bias is implicit, how might we think about repairing harm? , 2015 .

[70]  Cynthia Putnam,et al.  Communicating about users in ICTD: leveraging HCI personas , 2012, ICTD.

[71]  E. B. Zechmeister,et al.  Research Methods in Psychology. , 1990 .

[72]  Kari Rönkkö,et al.  An Empirical Study Demonstrating How Different Design Constraints, Project Organization and Contexts Limited the Utility of Personas , 2005, Proceedings of the 38th Annual Hawaii International Conference on System Sciences.

[73]  Bernard J. Jansen,et al.  Customer segmentation using online platforms: isolating behavioral and demographic segments for persona creation via aggregated user data , 2018, Social Network Analysis and Mining.

[74]  E. Guba,et al.  Competing paradigms in qualitative research. , 1994 .

[75]  Alan Cooper,et al.  The Inmates Are Running the Asylum: Why High Tech Products Drive Us Crazy and How to Restore the Sanity (2nd Edition) , 1999 .

[76]  Gary Bente,et al.  To buy or not to buy: Influence of seller photos and reputation on buyer trust and purchase behavior , 2012, Int. J. Hum. Comput. Stud..

[77]  A. Babenko,et al.  The Eye Tribe , 2016 .

[78]  Steve Mulder,et al.  The User Is Always Right: A Practical Guide to Creating and Using Personas for the Web , 2006 .

[79]  Jang Hyun Kim,et al.  Instagram user characteristics and the color of their photos: Colorfulness, color diversity, and color harmony , 2019, Inf. Process. Manag..

[80]  M. McHugh Interrater reliability: the kappa statistic , 2012, Biochemia medica.

[81]  Bernard J. Jansen,et al.  “Is More Better?”: Impact of Multiple Photos on Perception of Persona Profiles , 2018, CHI.

[82]  Laura Chamberlain Eye Tracking Methodology; Theory and Practice , 2007 .

[83]  Gilbert A. Churchill,et al.  The Impact of Physically Attractive Models on Advertising Evaluations , 1977 .

[84]  Jens Riegelsberger,et al.  Shiny happy people building trust?: photos on e-commerce websites and consumer trust , 2003, CHI '03.

[85]  Mike Kuniavsky,et al.  Observing the User Experience: A Practitioner's Guide to User Research (Second Edition) , 2013, IEEE Transactions on Professional Communication.

[86]  Jean-Marc Robert,et al.  The Practitioners' Points of View on the Creation and Use of Personas for User Interface Design , 2016, HCI.

[87]  Tomasz Miaskiewicz,et al.  A Preliminary Examination of Using Personas to Enhance User-Centered Design , 2009, AMCIS.

[88]  Curtis D. Hardin,et al.  Automatic Stereotyping , 1996 .

[89]  John S. Pruitt,et al.  The Persona Lifecycle: Keeping People in Mind Throughout Product Design , 2006 .

[90]  Nicola Marsden,et al.  Framing Personas: Enhancing Engagement and Perspective Taking , 2017, Mensch & Computer.

[91]  Anthony Chad Sampanes,et al.  Personas on the Move: Making Personas for Today's Mobile Workforce , 2011, HCI.

[92]  Lene Nielsen,et al.  Developing international personas: A new intercultural communication practice in globalized societies , 2017 .

[93]  T. W. Richards Personality Projection in the Drawing of the Human Figure ( a Method of Personality Investigation ) , 1949 .

[94]  Sabin C. Buraga,et al.  A Knowledge-Based Approach to the User-Centered Design Process , 2012, IC3K.

[95]  Nicola Marsden,et al.  Perceptions of Personas: The Role of Instructions , 2018, 2018 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC).