Persona perception scale: Developing and validating an instrument for human-like representations of data
Personas are widely used in software development, system design, and HCI studies. Yet, their evaluation is difficult, and there are no recognized and validated measurement scales to date. To improve this condition, this research develops a persona perception scale based on reviewing relevant literat...
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sg-smu-ink.sis_research-63892020-12-02T04:30:39Z Persona perception scale: Developing and validating an instrument for human-like representations of data JONI, Salminen KWAK, Haewoon SANTOS, João JUNG, Soon-Gyo AN, Jisun JANSEN, Bernard J. Personas are widely used in software development, system design, and HCI studies. Yet, their evaluation is difficult, and there are no recognized and validated measurement scales to date. To improve this condition, this research develops a persona perception scale based on reviewing relevant literature. We validate the scale through a pilot study with 19 participants, each evaluating three personas (57 evaluations in total). This is the first reported effort to systematically develop and validate an instrument for persona perception measurement. We find the constructs and items of the scale perform well, with factor loadings ranging between 0.60 and 0.95. Reliability, measured as Cronbach's Alpha, is also satisfactory, encouraging us to pursue the use of the scale with a larger sample in future work. 2018-04-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/5385 info:doi/10.1145/3170427.3188461 https://ink.library.smu.edu.sg/context/sis_research/article/6389/viewcontent/Persona_Perception_Scale.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Personas Persona Perception Persona Evaluation Databases and Information Systems |
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Personas Persona Perception Persona Evaluation Databases and Information Systems JONI, Salminen KWAK, Haewoon SANTOS, João JUNG, Soon-Gyo AN, Jisun JANSEN, Bernard J. Persona perception scale: Developing and validating an instrument for human-like representations of data |
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Personas are widely used in software development, system design, and HCI studies. Yet, their evaluation is difficult, and there are no recognized and validated measurement scales to date. To improve this condition, this research develops a persona perception scale based on reviewing relevant literature. We validate the scale through a pilot study with 19 participants, each evaluating three personas (57 evaluations in total). This is the first reported effort to systematically develop and validate an instrument for persona perception measurement. We find the constructs and items of the scale perform well, with factor loadings ranging between 0.60 and 0.95. Reliability, measured as Cronbach's Alpha, is also satisfactory, encouraging us to pursue the use of the scale with a larger sample in future work. |
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text |
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JONI, Salminen KWAK, Haewoon SANTOS, João JUNG, Soon-Gyo AN, Jisun JANSEN, Bernard J. |
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JONI, Salminen KWAK, Haewoon SANTOS, João JUNG, Soon-Gyo AN, Jisun JANSEN, Bernard J. |
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JONI, Salminen |
title |
Persona perception scale: Developing and validating an instrument for human-like representations of data |
title_short |
Persona perception scale: Developing and validating an instrument for human-like representations of data |
title_full |
Persona perception scale: Developing and validating an instrument for human-like representations of data |
title_fullStr |
Persona perception scale: Developing and validating an instrument for human-like representations of data |
title_full_unstemmed |
Persona perception scale: Developing and validating an instrument for human-like representations of data |
title_sort |
persona perception scale: developing and validating an instrument for human-like representations of data |
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Institutional Knowledge at Singapore Management University |
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2018 |
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https://ink.library.smu.edu.sg/sis_research/5385 https://ink.library.smu.edu.sg/context/sis_research/article/6389/viewcontent/Persona_Perception_Scale.pdf |
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