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. 2023 Feb 3;11(3):446. doi: 10.3390/healthcare11030446

Table 1.

Characteristics of included studies.

Authors/Year Participants Study Methodology Technology Construct Used Technology’s Antecedents Technology’s Outcomes Technology’s Mediatiors (Med) and Moderators (Mod)
Tarafdar et al., 2010 [31] 233 workers Quantitative Technostress User involvement facilitation End-users’ satisfaction; End-users’ performance
Goldfinch et al., 2011 [40] 240 workers Quantitative ICT use Stress; Musculoskeletal pain (higher ICT use); Pain (laptop, handheld devices use)
Hennington et al., 2011 [41] 71 workers Quantitative Information systems (IS) use Emotional exhaustion; Inefficacy Role conflict (med.)
Leung, 2011 [42] 612 workers Quantitative ICT connectedness (ICTC) Burnout; Job/family satisfaction Permeability, flexibility (med., negative spillover); negative spillover (med., permeability, flexibility)
Day et al., 2012 [30] 258 workers Quantitative Perceived ICT demands Hassles, expectations, availability, workload, lack of control, learning expectation, monitoring, communication (ICT demands); Personal assistance, resources support (ICT support) Perceived ICT stress, strain, burnout ICT Support (mod., hassles); Resource support (mod., learning expectation)
Fonner et al., 2012 [43] 193 workers Quantitative Connectivity paradox Organizational Identification (−) Stress from Interruptions (med., negative)
Golden, 2012 [44] 316 workers Quantitative Telework during traditional and nontraditional work hours Time and strain-based work-to-family conflict (WFC) and family-to-work conflict (FWC) Exhaustion (+) Telework (mod.)
Yun et al., 2012 [45] 300 workers Quantitative Office-home smartphone (OHS) impact Flexibility, productivity (OHS overload) Job stress, resistance to OHS Work-life conflict (med.)
Salanova et al., 2013 [35] 1072 workers Quantitative Technostress Anxiety, fatigue, skepticism, self-inefficacy of ICT use (Technostrain); Excessive and compulsive ICT use, anxiety and fatigue (Techno-addiction) Technostrain (pos. job demands; neg. job resources, personal resources); Techno addiction (pos. job demands, neg. personal resources)
Stenfors et al., 2013 [29] 3264 workers Quantitative Psychosocial working conditions Information overload, interruption by phone calls/e-mails Cognitive complaints; depressive, sleeping problems
Brown et al., 2014 [46] 218 workers Quantitative E-mail in the Workplace Emotional exhaustion Normative response pressure (mod., e-mail stressor); E-mail overload (med. e-mail quantity, e-mail ambiguity)
Eijckelhof et al., 2014 [47] 93 workers Experimental Workplace stressor Workplace-stress
Fuglseth and Sørebø, 2014 [48] 216 workers Quantitative Technostress Extend ICT use ICT use satisfaction (med., TC-S, TS-I)
Sok et al., 2014 [49] 418 workers Quantitative The work−home interface Organizational culture (Supportive culture and innovative culture) Positive work-home interference (WHI); Time-based; Strain-based FWH (med. pos. Positive WHI); FWH (med. neg. time-based) FWH (med. neg. strain-based)
Srivastava et al., 2015 [50] 152 managers Quantitative Technostress Work engagement, Job Burnout Openness to experience (pos.), neuroticism (neg.) (mod., work engagement); agreeableness (pos.), extraversion (neg.) (mod., job burnout).
Ninaus et al., 2015 [51] 25 workers Qualitative ICT use Better communication processes, information exchange, work-life balance; Connectivity pressure, constant availability Connectivity behaviour awareness
Timms et al., 2015 [52] 823 workers Quantitative Flexible work arrangements Organizational culture (supportive or hindrance) work engagement, psychological strain, turnover intention
Vesala and Tuomivaara, 2015 [53] 39 workers Quantitative Telework arrangement rural work period less time pressure, less interruptions, less negative feelings at work, less exhaustiveness of work as well as stress, increased work satisfaction
Bentley et al., 2016 [54] 804 workers Quantitative Teleworker well-being Organizational social support, telework support psychological strain (−); job satisfaction (+) Social isolation (med. neg. job satisfaction)
LaPierre et al., 2016 [55] 251 workers Quantitative Working from home work to family conflict WFC, family to work conflict FWC self-efficacy (mod. pos. WFC, FWC); management boundaries (mod. pos. WFC, FWC)
Nijp et al., 2016 [6] 361 workers Qualitative New ways of working (NWW) More time homeworking, job satisfaction, less health
Cech et al., 2017 [56] 2769 workers Quantitative Workplace flexibility bias Workplace flexibility bias Health problems (−); Sleep problems (−); Symptoms of depression (−); Alcohol use (−); Illness management measure (+); Stress (+); Negative work-life spillover (+) Negative worklife spillover (med. pos. workplace flexibility bias and minor health problems, overall self-rated health, sleep, depression, and sick day use); Stress (med. pos.workplace flexibility bias and minor health problems, overall self-rated health, sleep, depression, and sick day use)
Gaudioso et al., 2017 [57] 242 workers Quantitative TS-C Work-family conflict (t-invasion); job distress (t-overload) Adaptive and maladaptive coping strategies (med.)
Pirkkalainen et al., 2017 [58] 1091 workers Quantitative Technostress Strain Distress venting (mod., neg. stressor); IT control (mod., distress venting)
Windeler et al., 2017 [59] 309 workers Quantitative Part-time telework (PTT) Work exhaustion PTT (mod., interpersonal interaction, external interaction)
Mahapatra and Pati, 2018 [21] 163 workers Quantitative Technostress Burnout (t-invasion, t-insecurity) T-invasion, t-insecurity (med., t-complexity)
Santuzzi and Barber, 2018 [60] 234 workers Quantitative Workplace telepressure (WPTP) Exhaustion, poor sleep quality; Engagement Psychological detachment (med.)
Suh and Lee, 2018 [61] 258 workers Quantitative Technostress Technologies characteristics (IT complexity, IT presenteeism, pace of IT change); Job characteristics (job autonomy, task interdependence) Strain (IT presenteeism, pace of IT change, job autonomy task interdependence); Job satisfaction (strain) IOT (mod., all model); Work overload (med., pace of IT change, task interdependence); Invasion of privacy (med., IT presenteeism, job autonomy, task interdependence); Role ambiguity (med., pace of IT change)
Barber et al., 2019 [13] 663 workers Quantitative Workplace telepressure (WPTP) Work-life balance Psychological detachment, control, relaxation, and mastery (med.)
Florkowski, 2019 [62] 169 managers Quantitative HR technology, HR-staff technostress HRT job satisfaction (HRT Support management, HR innovation climate) HRT work stress impact (med., neg. HRT governance involvement, neg. top management HRT support, pos. HRT job insecurity impact); HRT job insecurity impact (med., neg. HR innovation climate)
Kaduk et al., 2019 [63] 758 workers Quantative Flexible work practices (voluntary or involuntary) Involuntary flexible work practices Work-to-family conflict (+), Stress (+), burnout (+), turnover intentions (+), job satisfaction (−)
Khedhaouria and Cucchi, 2019 [64] 161 managers Quantitative Technostress Agreeableness; openness to experience; extraversion; neuroticism; conscientiousness Job burnout (low/moderate/high)
Körner et al., 2019 [65] 36 workers Qualitative Stress from human-machine interaction Technical problems, poor usability, low situation awareness, workers’ unqualified
Benlian, 2020 [66] 115 workers Quantitative Technology-driven (TD) stressors Partner satisfaction at home (pos., TCS); (neg., THS) Negative affect (med., THS); Positive affect (med., TCS); Work-home role integration (mod., positive affect, negative affect); Organizational support (mod., positive affect, negative affect).
Califf et al., 2020 [67] 402 workers Quantitative Technostress Job satisfaction; Attrition Positive psych. response (med., TS-I); Negative psych. response (med., uncertainty, insecurity, overload).
Delanoeije and Marijke, 2020 [68] 78 workers Experimental Telework lower stress, lower work-to-home conflict, higher work engagement, higher job performance on teleworking days compared to office days
Goetz and Bohem, 2020 [69] 8019 workers Quantitative Technological insecurity General health Organizational support, friendship opportunities (mod.)
Mäkiniemi et al., 2020 [70] 729 workers Qualitative Technostress Technostress; Technology’s resources (autonomy, social support, self-efficacy,) Techno-work engagement
Song and Gao, 2020 [71] 3962 workers Quantitive Work arrangement Working at home; Working in the workplace; Bringing work at home Happiness (−); Stress (+); Subjective well-being (−)
Becker et al., 2021 [72] 3362 workers Qualitative Technostress TS-C + interruptions, unreliability Productivity Exhaustion (med.); active functional-coping and dysfunctional coping (mod., exhaustion)
de Carvalho et al., 2021 [73] 473 workers Quantitative Technostress TS-C (TS-C); TS-I (TS-I) Quality of life; Intention to remain in the organization; Work-home conflict
Hang et al., 2021 [20] 355 workers Quantitative Technostress Techno-stressor Well-being (−) Technostress inhibitor (mod.)
Harris et al., 2021 [74] 253 workers Quantitative Technostress Turnover intentions, Work-family conflict, Family burnout Psychological entitlement (mod., t-overload-outcome, t-invasion-outcome)
Heiden et al., 2021 [75] 392 workers Quantitative Flexibile work Frequency of telework Stress (+);
Hokke et al., 2021 [76] 4268 workers Quantitative Work arrangement FLA (flexible leave arrangements); IWAFs (informal work accommodations to family) Occupational fatigue (+); Psychological distress (+); Burnout (+); Fatigue (+)
Shirish et al., 2021 [77] 165 managers Quantitative Technostress Technostrain TTF (med.); OTF (med.); AFFT (med., TTF-OTF)
Adamovic, 2022 [78] 604 workers Quantitative Telework Power distance orientation; individualism orientation Belief about telework effectiveness; Belief about telework isolation Belief about telework isolation (mod., neg. telework and job stress)
Li and Wang, 2022 [79] 34,484 workers Quantitative Telework Telework family initiatives women’s mental health (+); job satisfaction (+); leisure time satisfaction (+)
Perry et al., 2022 [80] 391 couples of workers Quantitative Telework Interruptions from family during work hours Remote work challenge stress response (−); Remote work hindrance stress response (+); Work engagement (+) Challenge stress response (med. neg. interruptions from family during work hours and work engagement); Employee satisfaction (med. pos. interruptions from family during work hours and work engagement); Challenge stress response (med. neg. interruptions from family during work hours and spouse satisfaction with work engagement); Breaks (mod.)