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Behaviour & Information Technology, Volume 40
Volume 40, Number 1, 2021
- Tobias Kroll

, Stefan Stieglitz
:
Digital nudging and privacy: improving decisions about self-disclosure in social networks. 1-19 - Michael Oduor

, Harri Oinas-Kukkonen:
Committing to change: a persuasive systems design analysis of user commitments for a behaviour change support system. 20-38 - Gillian M. McCarthy, Edgar R. Rodríguez Ramírez

, Brian J. Robinson
:
Letters to medical devices: a case study on the medical device user requirements of adolescents with type 1 diabetes. 39-48 - Xu Du

, Juan Yang
, Brett E. Shelton
, Jui-Long Hung
, Mingyan Zhang:
A systematic meta-Review and analysis of learning analytics research. 49-62 - Dominicus Tornqvist, Jennifer Tichon

:
Motivated to lose? Evaluating challenge and player motivations in games. 63-84 - Mehmet Kara

, Kemal Baytemir
, Fatma Inceman-Kara
:
Duration of daily smartphone usage as an antecedent of nomophobia: exploring multiple mediation of loneliness and anxiety. 85-98 - Muhammad Usman Riaz

, Luo Xiao Guang, Maria Zafar
, Fakhar Shahzad
, Muhammad Shahbaz
, Majid Lateef
:
Consumers' purchase intention and decision-making process through social networking sites: a social commerce construct. 99-115
Volume 40, Number 2, 2021
- Zhuonan Feng, Ningyun Li, Ling Feng, Diyi Chen, Changhong Zhu:

Leveraging ECG signals and social media for stress detection. 116-133 - Jo Vrancken

, Liesbeth De Gryse, Annemie I. F. Spooren
:
HospiAvontuur: development of a serious game to help young children and their parents during the preparation for an admission at the hospital for elective surgery. 134-145 - Hualong Yang, Helen S. Du, Wei He, Han Qiao:

Understanding the motivators affecting doctors' contributions in online healthcare communities: professional status as a moderator. 146-160 - Mehmet Kokoç

, Arif Altun
:
Effects of learner interaction with learning dashboards on academic performance in an e-learning environment. 161-175 - Anja Stevic

, Desirée Schmuck
, Jörg Matthes
, Kathrin Karsay
:
'Age Matters': A panel study investigating the influence of communicative and passive smartphone use on well-being. 176-190 - Emma Russell

, Thomas W. Jackson, Adrian P. Banks
:
Classifying computer-mediated communication (CMC) interruptions at work using control as a key delineator. 191-205 - Muhammad Usman

, Usman Javed
, Aftab Shoukat
, Nadeem Ahmed Bashir
:
Does meaningful work reduce cyberloafing? Important roles of affective commitment and leader-member exchange. 206-220
Volume 40, Number 3, 2021
- Yu-Hui Fang

, Chia-Ying Li, Ghulam Ali Arain, Zeeshan Ahmed Bhatti
:
How does participation and browsing affect continuance intention in virtual communities? An integration of curiosity theory and subjective well-being. 221-239 - Young June Sah

:
Talking to a pedagogical agent in a smart TV: modality matching effect in human-TV interaction. 240-250 - Murat Çinar

, Dilek Dogan
, Süleyman Sadi Seferoglu
:
The effects of reading on pixel vs. paper: a comparative study. 251-259 - Xianke Chen, Qingbai Zhao

, Shi Chen, Sheng Xu, Songqing Li, Jingying Chen, Zhijin Zhou:
The effect of precisely defined associative distance and stimulus acquisition mode in individual creativity support systems. 260-270 - Chuan Hu, Sameer Kumar

, Jiao Huang, Kurunathan Ratnavelu:
The expression of the true self in the online world: a literature review. 271-281 - Phaik Khee Beh, Yuvaraj Ganesan

, Mohammad Iranmanesh
, Behzad Foroughi:
Using smartwatches for fitness and health monitoring: the UTAUT2 combined with threat appraisal as moderators. 282-299 - Michael Dee Workman:

Antecedents of social media activism: an analytical study of a controversial topic. 300-310 - (Withdrawn) Sentiment topic emotion model on students feedback for educational benefits and practices. 311-319

- Tasos Spiliotopoulos

, Ian Oakley
:
Altruistic and selfish communication on social media: the moderating effects of tie strength and interpersonal trust. 320-336
Volume 40, Number 4, 2021
- Seyed Mohammad Sadegh Khaksar

, Rajiv Khosla, Stephen Singaraju
, Bret Slade:
Carer's perception on social assistive technology acceptance and adoption: moderating effects of perceived risks. 337-360 - Dominique Tranquille, Gem Stapleton

, Jim Burton
, Peter Rodgers:
Evaluating graphical manipulations in automatically laid out LineSets. 361-384 - Sandra Burri Gram-Hansen

:
Family wearables - what makes them persuasive? 385-397 - Daniel Lindegren, Farzaneh Karegar, Bridget Kane, John Sören Pettersson:

An evaluation of three designs to engage users when providing their consent on smartphones. 398-414 - Fu-Yuan Hong

, Chi-Chen Lin, Tung-Jung Lin, Der-Hsiang Huang:
The relationship among the social norms of college students, and their interpersonal relationships, smartphone use, and smartphone addiction. 415-426 - Gabriela Labres Mallmann

, Antônio Carlos Gastaud Maçada
:
The mediating role of social presence in the relationship between shadow IT usage and individual performance: a social presence theory perspective. 427-441
Volume 40, Number 5, 2021
- Patrizia Marti

, Oronzo Parlangeli
, Annamaria Recupero
:
BIT Special Issue ECCE2021 Editorial. 443-444
- Stefano Guidi

, Enrica Marchigiani, Sergio Roncato
, Oronzo Parlangeli
:
Human beings and robots: are there any differences in the attribution of punishments for the same crimes? 445-453 - Anke Dittmar:

Experience spaces for critical co-reflection on artefact use. 454-463 - Jonas Frich, Michael Mose Biskjaer, Christian Remy

, Lindsay MacDonald Vermeulen
, Peter Dalsgaard
:
User research and design creativity: three insights for future studies. 464-475 - Assaf Botzer

, Yotam Sahar
, Michael Wagner, Tomer Elbaum
:
Analyzing individuals' grip force over short intervals in a joystick-controlled task with and without a stress manipulation. 476-482 - Iikka Pietilä, Niina Meriläinen

, Jari Varsaluoma
, Kaisa Väänänen
:
Understanding youths' needs for digital societal participation: towards an inclusive Virtual Council. 483-496 - Annamaria Recupero

, Patrizia Marti
, Simone Guercio
:
Enabling inner creativity to surface: the design of an inclusive handweaving loom to promote self-reliance, autonomy and wellbeing. 497-505
Volume 40, Number 6, 2021
- Chamila Wijayarathna

, Marthie Grobler
, Nalin A. G. Arachchilage:
Software developers need help too! Developing a methodology to analyse cognitive dimension-based feedback on usability. 506-527 - Juan Lara-Rubio

, Angel Francisco Villarejo Ramos, Francisco J. Liébana-Cabanillas
:
Explanatory and predictive model of the adoption of P2P payment systems. 528-541 - Basma M. Badreddine

, Yvette Blount
:
Understanding influential factors behind lurking behaviour in online cancer communities. 542-564 - Chen Chen

, Gerhard Sonnert
, Philip M. Sadler
, David J. Malan:
Foreseeing the endgame: who are the students who take the final exam at the beginning of a MOOC? 565-577 - Fotios Spyridonis

, Damon Daylamani-Zad
:
A serious game to improve engagement with web accessibility guidelines. 578-596 - Davide Marengo

, Danny Azucar, Claudio Longobardi
, Michele Settanni
:
Mining Facebook data for Quality of Life assessment. 597-607 - Xiaogang Chen, Darrell Carpenter, Libo Su:

How does a team's virtuality impact knowledge transfer effectiveness among its members?: A multi-mediator-moderator model. 608-624
Volume 40, Number 7, 2021
- Kisun Kim, Sung-Yeon Park, Hyung-Cheol Kang:

Smartphone proficiency and use, loneliness, and ego integrity: an examination of older adult smartphone users in South Korea. 625-634 - Mingming Deng, Xiuzhu Gu

:
Information acquisition, emotion experience and behaviour intention during online shopping: an eye-tracking study. 635-645 - Gian-Luca Savino

, Miriam Sturdee
, Simon Rundé, Christine Lohmeier
, Brent J. Hecht, Catia Prandi
, Nuno Jardim Nunes
, Johannes Schöning
:
MapRecorder: analysing real-world usage of mobile map applications. 646-662 - Shaoxiong Fu

, Xiaoyu Chen
, Han Zheng
:
Exploring an adverse impact of smartphone overuse on academic performance via health issues: a stimulus-organism-response perspective. 663-675 - Zhenyu Gu, Chenhao Jin, Danny Chang, Liqun Zhang:

Predicting webpage aesthetics with heatmap entropy. 676-690 - Kimberly Deranek

, Barbara Hewitt
, Arvind Gudi, Alexander J. McLeod Jr.
:
The impact of exercise motives on adolescents' sustained use of wearable technology. 691-705 - Davoud Nikbin, Mohammad Iranmanesh

, Behzad Foroughi:
Personality traits, psychological well-being, Facebook addiction, health and performance: testing their relationships. 706-722 - (Withdrawn) RETRACTED ARTICLE: The correlation between social transformation economic risk and internet public opinion. 723-733

Volume 40, Number 8, 2021
- Peter A. M. Ruijten

:
The similarity-attraction paradigm in persuasive technology: effects of system and user personality on evaluations and persuasiveness of an interactive system. 734-746 - Farveh Farivar

, Julia Richardson
:
Workplace digitalisation and work-nonwork satisfaction: the role of spillover social media. 747-758 - Leonie Schaewitz

, Stephan Winter
, Nicole C. Krämer:
The Influence of privacy control options on the evaluation and user acceptance of mobile applications for volunteers in crisis situations. 759-775 - Felix Reer, Ruth Festl

, Thorsten Quandt
:
Investigating problematic social media and game use in a nationally representative sample of adolescents and younger adults. 776-789 - Päivikki Jääskelä

, Ville Heilala
, Tommi Kärkkäinen
, Päivi Häkkinen
:
Student agency analytics: learning analytics as a tool for analysing student agency in higher education. 790-808 - Shen Ying

, Yuan Zhuang, Lina Huang, Hong Wang, Zhang-Cai Yin:
Analysis of the correlation between spatial cognitive abilities and wayfinding decisions in 3D digital environments. 809-820 - Vasileios Stavropoulos

, John Rennie, Maria Morcos, Rapson Gomez, Mark D. Griffiths:
Understanding the relationship between the Proteus effect, immersion, and gender among World of Warcraft players: An empirical survey study. 821-836
Volume 40, Number 9, 2021
- Congcong Yang, Hua Jonathan Ye, Yuanyue Feng:

Using gamification elements for competitive crowdsourcing: exploring the underlying mechanism. 837-854 - Qiang Chen

, Junyan Hu, Wei Zhang
, Richard David Evans, Xiaoyue Ma:
Employee use of public social media: theories, constructs and conceptual frameworks. 855-879 - Juliano Paulo Menzen, Kleinner Farias

, Vinicius Bischoff:
Using biometric data in software engineering: a systematic mapping study. 880-902 - Mark Khai Shean Tan, Sigi Goode

, Alex Richardson
:
Understanding negotiated anti-malware interruption effects on user decision quality in endpoint security. 903-932 - Peter Slattery

, Richard Vidgen
, Patrick Finnegan:
Winning heads and hearts? How websites encourage prosocial behaviour. 933-961
- Statement of Retraction. 962

- Statement of Retraction. 963

- Statement of Retraction. 964

- Retraction. 965

- Statement of Retraction. 966

- Statement of Retraction. 967

- Statement of Retraction. 968

- Statement of Retraction. 969

- Statement of Retraction. 970

- Statement of Retraction. 971

- Statement of Retraction. 972

- (Withdrawn) RETRACTED ARTICLE: Application of deep learning algorithm in college English teaching process evaluation. I-X

- (Withdrawn) RETRACTED ARTICLE: Integrated CNN- and LSTM-DNN-based sentiment analysis over big social data for opinion mining. XI-XIX

- (Withdrawn) RETRACTED ARTICLE: Modelling of the impact of Internet of things technology on consumer behavioural tendency. XX-XXIX

- (Withdrawn) RETRACTED ARTICLE: Human behaviour recognition and monitoring based on deep convolutional neural networks. XXX-XLI

- (Withdrawn) RETRACTED ARTICLE: Investor behaviour monitoring based on deep learning. XLII-LIII

- (Withdrawn) RETRACTED ARTICLE: The intelligent method of public opinion polarisation modelling and simulation analysis based on multi-dimensional and multi-level evaluation. LIV-LXVI

- (Withdrawn) RETRACTED ARTICLE: Massive information management system of digital library based on deep learning algorithm in the background of big data. LXVII-LXXV

- (Withdrawn) RETRACTED ARTICLE: Deep learning analysis of human behaviour recognition based on convolutional neural network analysis. LXXVI-LXXXIV

Volume 40, Number 10, 2021
- Alessio Malizia, Stefano Valtolina, Alan Serrano, Monica Maceli:

End-user development for smart environments (EUD4SE). 973
- Mateus Carvalho Gonçalves, Otávio Neves Lara, Raphael Winckler de Bettio

, André Pimenta Freire
:
End-user development of smart home rules using block-based programming: a comparative usability evaluation with programmers and non-programmers. 974-996 - Monica Grace Maceli:

Low-cost physical computing platforms for end-user prototyping of smart home systems. 997-1007 - Stefano Valtolina

, Lorenzo Neri:
Visual design of dialogue flows for conversational interfaces. 1008-1023 - Andrea Mattioli

, Fabio Paternò
:
Recommendations for creating trigger-action rules in a block-based environment. 1024-1034 - Jean C. S. Rosa, Pedro D. Valente, Leonardo Costa, Nuno Nunes, Ecivaldo de Souza Matos

:
Guidelines for braindraw conduction: looking at braindraw under the lens of abduction and semiotics. 1035-1054
Volume 40, Number 11, 2021
- Ayesha Masood, Yang Feng, Muhammad Imran Rasheed

, Ahsan Ali
, Mingchuan Gong
:
Smartphone-based social networking sites and intention to quit: self-regulatory perspective. 1055-1071 - Effie Lai-Chong Law, Samaneh Soleimani, Dawn E. Watkins, Joanna Barwick:

Automatic voice emotion recognition of child-parent conversations in natural settings. 1072-1089 - Sarah L. Buglass

, Jens F. Binder
, Lucy R. Betts
, Jean D. M. Underwood:
Asymmetrical third-person effects on the perceptions of online risk and harm among adolescents and adults. 1090-1100 - Pierre-Antoine Cinquin, Pascal Guitton, Hélène Sauzéon

:
Designing accessible MOOCs to expand educational opportunities for persons with cognitive impairments. 1101-1119 - Christian Meske

, Iris A. Junglas:
Investigating the elicitation of employees' support towards digital workplace transformation. 1120-1136 - Yiming Xu

, He Li
, Lu Yu
, Shenghua Zha, Wu He, Chuang Hong
:
Influence of mobile devices' scalability on individual perceived learning. 1137-1153 - Banghui Zhang, Yonghan Zhu

:
Comparing attitudes towards adoption of e-government between urban users and rural users: an empirical study in Chongqing municipality, China. 1154-1168 - Gabriel Knazek

, Jaroslava Suchá
, Martin Dolejs
, Helena Pipová
:
Prevalence of computer-gaming in the general population of adolescents: results from a Czech population-based survey. 1169-1176 - Chia-Hui Yen

, Ming-Chang Chiang:
Trust me, if you can: a study on the factors that influence consumers' purchase intention triggered by chatbots based on brain image evidence and self-reported assessments. 1177-1194 - Neil A. M. Maiden, Konstantinos Zachos, James Lockerbie

:
Evaluating an information system to provide creative guidance about health-and-safety in manufacturing. 1195-1218 - Sann Ryu, Sang Ryu:

Feeling excited and fluent: how consumers respond to the visual appeals of products in an online shopping environment. 1219-1233
Volume 40, Number 12, 2021
- Konstantinos Koumaditis, Christos Mousas

, Francesco Chinello
:
XR in the era of COVID-19. 1234-1236
- Manuela Chessa

, Fabio Solari:
The sense of being there during online classes: analysis of usability and presence in web-conferencing systems and virtual reality social platforms. 1237-1249 - Yu-Min Fang

, Yen-Jung Huang:
Comparison of the usability and flow experience of an exercise promotion virtual reality programme for different age groups. 1250-1264 - Qian Liu

, Qingyang Tang
, Yanyun Wang:
The effects of pretraining intervention in immersive embodied virtual reality cardiopulmonary resuscitation training. 1265-1277 - Dixuan Cui

, Christos Mousas
:
An on-site and remote study during the COVID-19 pandemic on virtual hand appearance and tactile feedback. 1278-1291 - Ana Filipa de Oliveira, Mohamed Khamis

, Augusto Esteves
:
GaitWear: a smartwatch application for in-the-wild gait normalisation based on a virtual field study assessing the effects of visual and haptic cueing. 1292-1309 - Unnikrishnan Radhakrishnan

, Konstantinos Koumaditis
, Francesco Chinello
:
A systematic review of immersive virtual reality for industrial skills training. 1310-1339
Volume 40, Number 13, 2021
- Anil Gupta, Neeraj Dhiman, Anish Yousaf

, Neelika Arora
:
Social comparison and continuance intention of smart fitness wearables: an extended expectation confirmation theory perspective. 1341-1354 - María Luisa Rodríguez-Almendros

, María José Rodríguez-Fórtiz
, Miguel J. Hornos
, José Samos Jiménez
, Carlos Rodríguez-Domínguez
, Sandra Rute-Pérez
:
Design guide and usability questionnaire to develop and assess VIRTRAEL, a web-based cognitive training tool for the elderly. 1355-1374 - Ramón Tirado Morueta

, Rosa García-Ruiz
, Ángel Hernando Gómez
, Paloma Contreras-Pulido
, José Ignacio Aguaded Gómez
:
From Internet access to problematic use: multigroup analysis of push and pull factors. 1375-1389 - Junfang Jia, Valeriia Tumanian, Guoqiang Li:

In favour of or against multi-lingual Q&A sites? Exploring the evidence from user and knowledge perspectives. 1390-1405 - Tao He

, Qionghao Huang
, Xiaofeng Yu, Shihua Li
:
Exploring students' digital informal learning: the roles of digital competence and DTPB factors. 1406-1416 - José Vasconcelos-Raposo

, Miguel Melo
, Luís Barbosa, Carla Maria Teixeira
, Luciana Cabral
, Maximino Bessa
:
Assessing presence in virtual environments: adaptation of the psychometric properties of the Presence Questionnaire to the Portuguese populations. 1417-1427 - Huawei Tu, Weiyang Huan, Xing-Dong Yang, Xiangshi Ren

, Feng Tian:
ArmMenu: command input on distant displays with proprioception based lateral arm movements. 1428-1447 - Yiran Li, Liyi Zhang:

Do online reviews truly matter? A study of the characteristics of consumers involved in different online review scenarios. 1448-1466
Volume 40, Number 14, 2021
- Abhishek Dwivedi

, Clifford Lewis
:
How millennials' life concerns shape social media behaviour. 1467-1484 - Dirk Lewandowski

, Yvonne Kammerer
:
Factors influencing viewing behaviour on search engine results pages: a review of eye-tracking research. 1485-1515 - Jennifer M. I. Loh

, Jane Strachan, Raechel Johns
:
How rude is rude: an exploratory study among Australian Millennials, Generation 'X' and Baby Boomers mobile phone users. 1516-1527 - Ling-Yen Pan

, Heng-Chiang Huang, Chih-Huei Ko
:
A prideful posting a day keeps admiring readers awake: voluntary bloggers in a self-construal framework. 1528-1543 - Stefanie Hillig, Romy Müller

:
How do conversational case-based reasoning systems interact with their users: a literature review. 1544-1563 - Huishan Pang

, Ying Ge, Jibo He
, Lingcong Zhang:
Eye-tracking study of the celebrity effect on microblogging browsing: an example from Sina microblog. 1564-1578
Volume 40, Number 15, November 2021
- Jiaxin Zhang

, Yan Luximon
:
A quantitative diary study of perceptions of security in mobile payment transactions. 1579-1602 - Sara Moussawi

, Raquel Benbunan-Fich:
The effect of voice and humour on users' perceptions of personal intelligent agents. 1603-1626 - Matthias Budde

, Jan Felix Rohe, Lina Hirschoff, Patrick Schlosser, Michael Beigl, Jussi Holopainen
, Andrea Schankin:
SpaceMaze: incentivizing correct mobile crowdsourced sensing behaviour with a sensified minigame. 1627-1642 - Mauro Cherubini

, Luca Reut, James Tyler
, Martin Ortlieb:
Inattentive, imprudent and inapt: discovering inadequacies of ICT during life-changing events through the lens of non-users. 1643-1670 - Adeel Luqman

, Ayesha Masood, Fakhar Shahzad
, Muhammad Shahbaz
, Yang Feng:
Untangling the adverse effects of late-night usage of smartphone-based SNS among University students. 1671-1687 - Hyeoncheol Kim, Zong-yi Zhu:

The moderating role of acculturation in fostering young Chinese moviegoers' sustainable e-WOM behaviour in Korea. 1688-1699
Volume 40, Number 16, December 2021
- Daniel Lambton-Howard

, Jieun Kiaer, Ahmed Kharrufa
:
'Social media is their space': student and teacher use and perception of features of social media in language education. 1700-1715 - Parisa Ghanouni

, Tal Jarus
, Jill G. Zwicker
, Joseph Lucyshyn:
An interactive serious game to Target perspective taking skills among children with ASD: A usability testing. 1716-1726 - Ying Tang

, Khe Foon Hew
, Xinyue Yuan, Chen Qiao:
How social instant messaging questions affect replies: a randomised controlled experiment. 1727-1740 - Xue-shuang Wang

, Fu Guo, Mingming Li
, Xiao-Hui Tian:
Effects of mobile news interface design features on users' gaze behaviours and behavioural performance: evidence from China. 1741-1754 - Hyunjin Kang

, Eunhwa Jung
:
The smart wearables-privacy paradox: A cluster analysis of smartwatch users. 1755-1768 - Hadas Chassidim, Christos Perentis, Eran Toch

, Bruno Lepri
:
Between privacy and security: the factors that drive intentions to use cyber-security applications. 1769-1783 - Dragan Lambic, Biljana Doric

, Sasa Ivakic:
Investigating the effect of the use of code.org on younger elementary school students' attitudes towards programming. 1784-1795 - Ai-Yun Hsieh, Shao-Kang Lo, Yu-Ping Chiu

, Ting Lie:
Do not allow pop-up ads to appear too early: Internet users' browsing behaviour to pop-up ads. 1796-1805 - Md Rifayat Islam Rushan

:
The way you listen to music: effect of swiping direction and album arts on adoption of music streaming application. 1806-1827

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