TMS 2022 Summary

Overall Comment

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정성적 연구가 많음, 대체적으로 표본 수는 많은 편

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문헌 조사 연구의 경우 엄밀성이 부족함

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사회적 이슈 하나 잡고 + 여기에 Digital/Technology 활용 요소가 있으면 OK, 정책적이거나 사회적 인식에 대한 조사도 OK = 기술 << 사회적 임팩트

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추천논문 위주로 키워드를 소개할 예정

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기술 위주 논문(ex. 알고리즘) 없음, 서비스 디벨롭까지는 있음

TMS 2021 Paper Proceeding

Title

Keywords

1저자

Method

Tag

❤️

Insights

1

Open

Prevalence and Change in Work-Related Impairment Among Users of a Guided Digital Intervention for Depression and Anxiety: A Retrospective Cohort Analysis

digital mental health, mHealth, iCBT, depression, anxiety, work-related impairment

Margaret T. Anton

실험연구 후향적 코호트 분석

Mental Health

Digital Intervention

2

Open

Young People’s Media Use and Remote Schooling Experiences during the COVID-19 Pandemic

Media use, remote schooling, COVID-19, mental health

David S Bickham

N=1,569 온라인 설문조사 회귀분석

Mental Health

3

Open

A digital approach to workplace mental health: A randomized controlled trial examining the effectiveness of a smartphone-based personalized intervention

Digital health; Workplace mental health; EMA; EMI; Personalization; Randomized controlled trial

Meanne Chan

N=106/N=99 랜덤화

Mental Health

Digital Intervention

4

Open

Being a Nice Partner: The Effects of Age and Interaction Types on the Perceived Social Abilities of Conversational Agents

risk perception, COVID, decision making, situation, education

Eugene M. Cox

실험연구 N=50 (25 시니어, 25 주니어)

CASA

Senior

5

Open

Technology access is a human right! Illuminating intersectional, digital determinants of health to enable agency in a digitized era

technology access, human right, older adults, digital determinants of health, digital inclusion

Mei Lan Fang

community-based participatory action research (CBPAR) = 커뮤니티 기반 참여형 행동 연구 28명 대상으로 개인/그룹 반구조화 인터뷰 → Reflexive Thematic Analysis

Senior

사회적 연구

6

Open

A Self-Applied, Virtual Therapist Assisted-Based “Thera” Treatment for Small Animal Phobia in Mexican Population: a preliminary evaluation

Virtual therapeutic assistant, Small animal phobia, Exposure therapies, Self-applied treatment

Sonia M. González-Lozoya

전문가를 통한 Preliminary Evaluation - 대략적 시나리오 설명 비디오 + 문서 시청 - Online Questionnaire 작성

Mental Health

서비스 제안

- 우리가 인터페이스를 만들었을 시 이에 대한 선제적 전문가 평가를 실행할 때 참고 가능

7

Open

An Ontology for Human-Centered Analysis and Design of Virtual Reality Conferencing

Virtual Reality, Ontology, Conferencing, IVC, Installation Theory, Activity Grid

Maxi Heitmayer

human-centered ontology for VR-conferencing의 개발 - Activity Theory, Installation Theory의 Methodological Protocol 결합 5주간의 First Iteration

사회철학적

- Ontology라는 개념을 Service에 대한 Mental Model을 더 체계적으로 디벨롭하는 데 사용할 수 있지 않을까

8

Open

Predicting the Adoption of Password Managers: A Tale of Two Samples

technology adoption, cybersecurity, password managers, individual differences, cybersecurity knowledge

Shelia M. Kennison

Password Manager(PM) - 221 학부생, 278 MTurker 사용자 특성 설문조사 → PM 사용 예측

사회적 연구

9

Open

What’s Causing Our Healthcare Breaches? A Comparison of Data from 2013 to 2020

healthcare data breaches, electronic health records, digital recordkeeping, protected health information, PHI

Susan C. Litton

Healthcare Data Breaches (의료 데이터 위반) 2013-2014년 DB vs. 2020년 DB 단순 비교연구 퀄리티 HCIK Poster 수준인데

사회적 연구

10

Open

Perceived Safety and Acceptance of Robot-to-Human Communication Interface Modalities during Varying Human-Robot Interactions

Human-Robot Interaction, Communication Design, Interface Modality, Perceived Safety, Acceptance

Katlin T. Moffis

실험연구 Robot Type, Autonomy, Risk Severity → Perceived Safety, Acceptance

Human-Robot Interaction

11

Open

Curating Computer Science Educational Content with Machine Learning: Analyzing Learner Ratings within an Algorithmic Recommender System

computer programming, K-12 education, STEM inclusion, recommendation algorithm, machine learning, digital curation

Teresa M. Ober

N=78 Recommendation Score - Self-reported Rating

추천시스템

12

Open

(In)effectiveness of Accumulated Correction on COVID-19 Misinformation

Misinformation, Fake news, COVID-19, Correction, Social media

Haeseung Seo

실험연구 Correction 유무, Correction 출처, Correction Type (Brief/Emphasized Brief/Alternative Account) → Perceived Accuracy Rating / Willingness to Share

기술+사회

- 계원오빠의 악플 연구가 생각남

13

Open

How Abusive User Behavior and Emotion Expression via Light Affects the Perception of Conversational Agents

conversational agents, emotion expression, abusive user behavior

Carolin Straßmann

온라인 실험(N = 195) 남성/여성 목소리 → 성 편견 CA + Light → Emotion 영향

CASA

Ethics

14

Open

Applying Freeze Off-line Probe Technique for Coding Human Machine Trust Behaviors

Objective Measures, Human Machine Trust, Behavior Coding

Katharine Woodruff

Pilot Autonomy에서 Trust 측정

Methodology

15

Open

Socio-Technical Collaboration to End Homelessness: A Case Study of Perspectives on the Value of Interorganizational Cooperation for Data Sharing

human values, homelessness, case study approach, interorganizational collaboration, continuum of care

Tara Zimmerman

노숙자 관련 Information Sharing Effort Data Collection: N=31 반구조화 인터뷰

사회적 연구

- 1시간x31명 대단하다… - 반구조화 인터뷰 연구의 전형적 예) 방법론 참고할 때 사용할 것

16

Open

Workplace Technology that Promotes Health and Well-Being

Wellbeing, need satisfaction, workplace experience, burnout, stress, resilience

Cristina G. Banks

Literature review → Criteria 도출 Technology Type에 대해 Yes/No 평가 수행

사회적 연구

- 이건 진짜 아닌 것 같은데…

17

Open

Demanding on Many Dimensions: Validating the Interactivity-As-Demand Measurement Model for VR-Based Video Games

virtual reality, interactivity, scale development, user experience, perceived demands

Nicholas David Bowman

interactivity-as-demand model → 5가지 Demand Dimensions → VR 게임에 대해 설문조사 수행 → CFA 수행 → 유효했음

Metaverse

Design Consideration

- 모델 기억해두려고

18

Open

Balancing Fun and Seriousness Serious: Game Design Considerations

Serious game design, persuasive game, enjoyment, playtesting, evaluation

Vivian, H.H.

conceptualization, elaboration, iterative prototyping, 2-phase playtesting, iterative evaluation → Hedonic & Eudaimonic Enjoyment 측정(정량&정성) → 밸런싱하는 Design Consideration

서비스 제안

Ethics

Metaverse

Design Consideration

- SKCC 하는 데 참고가능할 것 같음 - Hedonic은 몰입, 관여에 관련 & Eudaimonic은 소셜 임팩트, 치료적 효과에 관련 (평가할 때 써보실 수 있을 것 같습니다) - 이 논문은 봐볼만 하다고 생각합니다

19

Open

Analyzing How Research on Telepsychology has Changed as a Result of the Coronavirus Pandemic

Telepsychology, telemental health, NLP, NER, Topic Modeling, Text Mining, Covid-19, NMF

Jessica C. Conroy

Telepsychology 분야에서 COVID-19의 영향을 확인 - NLP → Implementation, Training and Ethics, Stress Disorder

Data Analysis

20

Open

From Reliance to Dependence: How Attitude, Need to Belong, & Personality Impact Technology Consumption

Technology Dependence; Problematic Use; Attitudes Towards Technology; Need to Belong; Neuroticism

Scott M. Debb

기술 의존도에 영향을 미치는 요인 탐색 (개인 성향, 소속욕구 등) 온라인 설문조사 분석

사회철학적

21

Open

Pandemic Mode: A New Virtual Team Leadership Skillset

Attributes, Competencies, KSAs, Remote Work, Leadership, Traits, Virtual Team Leadership

Kimberly A. Figaro

43명의 리더십 전문가 → 5라운드의 델파이 연구 (80가지 역량 목록 중 가상 팀 리더(Virtual Team Leader)에게 이전될 수 있는지 평가)

사회적 연구

22

Open

Digital Attachment Objects: Parent-Child Media Conflict Among Children with and Without Sensory Diagnoses

screen media, children, parents, conflict, sensory, autism, uses and gratifications

Kristen Harrison

N=1543 Online Questionnaire Sensory Diagnosis → Media Use

기술+사회

Mental Health

23

Open

An Evaluation of Math Applications in the App Store: Do they Contain Benchmarks of Educational Quality?

Math games, Educational benchmarks, Scaffolding, Feedback, Learning theory, Math content

Gulsah Kacmaz

서비스 평가 연구 Educational Benchmarks (UX Elements) → Coding Scheme → Systematic Evaluation → Cluster Apps

Design Consideration

- 앱 설계가 교육적 측면에서 잘 되어 있는지를 평가 → 교육적 측면이 아니라도, Explainability 측면/전문가 도메인적 특성의 서비스 평가에 벤치마킹 가능 - Systematic하다는 점에서 좋음, 다른 Benchmark요소들이 있나?(ex. XAI) 또는 내가 직접 Literature Review를 통해서 계발할 수 있나?

24

Open

Pros and Cons of Remote Learning for Kids with ADHD and Learning Differences

ADHD, learning disabilities, remote learning, children, teen, screen time

Randy Kulman

인터뷰 → 주의력/학습장애 아이들의 원격 학습 장단점 탐색 (N=100+)

사회적 연구

25

Open

Modeling Responsibly: Toward a Fair, Interpretable, and Ethical Machine Learning for the Social Sciences

Ethical statistical practice; Interpretable machine learning; Generative modeling; Data generation

Anthony A. Mangino

Ethical Issue의 Solution -> Interpretable model characteristics (e.g., bias) 제시

XAI

사회적 연구