| Literature DB >> 35600914 |
René Riedl1,2.
Abstract
As a consequence of lockdowns due to the coronavirus disease (COVID-19) and the resulting restricted social mobility, several billion people worldwide have recently had to replace physical face-to-face communication with computer-mediated interaction. Notably, the adoption rates of videoconferencing increased significantly in 2020, predominantly because videoconferencing resembles face-to-face interaction. Tools such as Zoom, Microsoft Teams, and Cisco Webex are used by hundreds of millions of people today. Videoconferencing may bring benefits (e.g., saving of travel costs, preservation of environment). However, prolonged and inappropriate use of videoconferencing may also have an enormous stress potential. A new phenomenon and term emerged, Zoom fatigue, a synonym for videoconference fatigue. This paper develops a definition for Zoom fatigue and presents a conceptual framework that explores the major root causes of videoconferencing fatigue and stress. The development of the framework draws upon media naturalness theory and its underlying theorizing is based on research published across various scientific fields, including the disciplines of both behavioral science and neuroscience. Based on this theoretical foundation, hypotheses are outlined. Moreover, implications for research and practice are discussed.Entities:
Keywords: Home office; Media naturalness theory; NeuroIS; Technostress; Videoconference fatigue; Videoconference stress; Zoom fatigue
Year: 2021 PMID: 35600914 PMCID: PMC8645680 DOI: 10.1007/s12525-021-00501-3
Source DB: PubMed Journal: Electron Mark ISSN: 1019-6781
Fig. 1Overview of the literature search process
Definitions of Zoom fatigue
| Reference (alphabetical order) | Definition |
|---|---|
| 1. Abdelrahman ( | “[a] short hand for symptoms associated with all video conferencing technology […] an ‘exhausting ordeal’ that leaves the individual feeling mentally and physically wiped out. Its symptoms reportedly include headaches and migraines, blurred and double vision, eye irritation and pain, lack of focus and general exhaustion” |
| 2. Anderson and Looi ( | “an insidious and debilitating video-meeting-mediated disorder” |
| 3. Dixon-Saxon ( | “physical and mental exhaustion that results from information processing while on videoconferencing” |
| 4. Ebner and Greenberg ( | “physical and mental exhaustion that results from spending extended time videoconferencing” |
| 5. Fauville et al., ( | “a feeling of exhaustion from participating in video conference calls” |
| 6. Hines and Sun ( | “the mental exhaustion associated with online video conferencing” |
| 7. Lee ( | “the tiredness, worry, or burnout associated with overusing virtual platforms of communication” |
| 8. Miller ( | “the feeling of tiredness, anxiousness or worry with yet another video call” |
| 9. Nadler ( | “a pan-descriptor for the symptoms people experience after prolonged technology use—typically CMC [computer-mediated communication] platforms with AVT [audio-visual technology]” |
| 10. Rump and Brandt ( | “the fatigue that occurs after numerous virtual meetings during the day and over the week” |
| 11. Schroeder ( | “an array of physical and psychological factors that combine to make our synchronous online communications less effective and wrought with discomfort” |
| 12. Wiederhold ( | “tiredness, anxiety, or worry resulting from overusing virtual videoconferencing platforms” |
Fig. 2Typical use scenario of a videoconferencing tool (Picture: dpa, cited after Sueddeutsche (https://www.sueddeutsche.de/digital/zoom-fatigue-videokonferenz-ermuedung-corona-1.4888670))
Assessment of videoconferencing based on the five F2F characteristics and root causes of Zoom fatigue
| Characteristics of Face-to-Face | Fulfilled? | Comment | Major root cause of Zoom fatigue |
|---|---|---|---|
| (1) Communicating individuals share the same context, and they are able to see and hear each other | Partly | … because they do not share the same context (every participant is located in his or her individual context, e.g., home office) | Lack of eye contact |
| (2) Communicating individuals can quickly exchange stimuli (i.e., in real time) | Yes | … but full synchrony does not exist, because even perfectly working networks cannot function without a delay; humans are able to perceive delays of 200 ms in human–computer interaction (Kohrs et al., | Asynchronicity of communication |
| (3) The situation provides the ability to both convey and observe facial expressions | Partly | … depending on camera quality, size of the face on the screen, gaze direction, and camera angle, the situation is not the same as in co-located F2F interaction | Lack of eye contact (note that eye contact, if compared to information on muscles movements in the face, is more critical for successful coordination in human social interaction; Richardson et al., |
| (4) The situation provides the ability to convey and observe body language | No | … because videoconferencing, except in very unusual circumstances, does not include full body visualization | Lack of body language |
| (5) The situation provides the ability to convey and listen to speech | Yes | … but transmission delays may occur, caused by poor network quality and possible data transfer limitations | Asynchronicity of communication |
Fig. 3Decreases in naturalness of videoconferencing and Zoom fatigue
Fig. 4Conceptual framework on the root causes of Zoom fatigue as derived based on media naturalness theory
Summary of hypotheses based on the conceptual framework
| Hypotheses (based on conceptual framework, Fig. | Major sources |
|---|---|
| H1: Transmission delay of videoconferencing tools increases asynchronicity of communication which, in turn, increases cognitive effort | Lee ( |
| H2: Lack of body language perception during videoconferencing increases cognitive effort | Bailenson ( |
| H3: Lack of eye contact during videoconferencing increases cognitive effort. This relationship is mediated by lack of shared attention and resulting coordination difficulty | Redcay et al. ( |
| H4: Display of a user’s own face during videoconferencing increases self-awareness, which, in turn, increases (H4a) stress, and (H4b) disrupts automaticity in information processing, causing increased cognitive effort | Bailenson ( |
| H5: Interaction with multiple faces during videoconferencing leads to stress | Akechi et al. ( |
| H6: Multitasking during videoconferencing increases (H6a) stress directly, and (H6b) indirectly via cognitive effort | Fosslien and Duffy ( |
| H7: Cognitive effort influences stress | Hjortskov et al. ( |
Summary of coping strategies
| Coping strategies for Zoom fatigue | Sample sources | Sample research questions (RQ) |
|---|---|---|
| Having audio-only conferences/turning off the camera/reducing onscreen stimuli to avoid overstimulation / using telephone calls as alternative | Brown Epstein ( | RQ 1: Do audio-only meetings, or telephone calls, cause less cognitive effort than videoconferencing? |
| Booking virtual meetings at least 24 h in advance so that participants have time to prepare/timely agenda setting | Ma ( | RQ 2: Does avoidance of short-term booking of videoconferences reduce stress? |
| Scheduling breaks between virtual meetings | Brown Epstein ( | RQ 3: How do breaks contribute to recovery from the negative effects of videoconferences, and which break designs are most effective? |
| Holding fewer virtual meetings/limiting use of videoconferencing tools | Ionos ( | RQ 4: Does limiting the number of videoconferences per day, or per week, reduce stress? |
| Limiting the meeting time | Ionos ( | RQ 5: Does limiting the meeting time of a videoconference (e.g., 30, 45, or 60 min) reduce mental workload and stress? |
| Advising that participants use mute when not speaking (to avoid interruptions) | Wiederhold ( | RQ 6: Does muting reduce cognitive effort and stress during videoconferencing? |
| Varying activities / involving the audience with a poll or questions (e.g., in online lectures) | Brown Epstein ( | RQ 7: Does regular change of stimuli during videoconferencing reduce cognitive effort and stress? |
| Avoid multitasking | Brown Epstein ( | RQ 8: What forms of multitasking do people apply during videoconferencing, do other participants perceive their partners’ multitasking, and what are the stress and group performance effects? |
| Become comfortable with the software | Brown Epstein ( | RQ 9: Do videoconferencing tool literacy and computer self-efficacy reduce stress? |
| Have a good infrastructure (e.g., strong Internet connection) | Brown Epstein ( | RQ 10: What Internet connection (bandwidth) do people use for videoconferencing, and is this correlated with cognitive effort and stress? |
| Be sure that faces are lighted from the front (making it easier to see microexpressions) | Brown Epstein ( | RQ 11: Does perception of the interaction partners’ facial features alter perceived stress? |
| Log in early | Brown Epstein ( | RQ 12: Do last-minute logins affect stress? |
| Stand up and stretch during the session | Brown Epstein ( | RQ 13: Do changes of body positions during videoconferences affect stress? |
| Use software tools that create spatial faithfulness (the extent to which the tool preserves spatial relationships) | Nguyen and Canny ( | RQ 14: Which software tools offer features that create spatial faithfulness, do people know about them, and do these features affect cognitive effort? |
| Use software tools that offer a “together mode” to create the perception that all participants are in the same room and share the same context | Brown Epstein ( | RQ 15: Does use of the “together mode” (e.g., Microsoft Teams) affect perception of social presence, and does this perception affect stress? |
| Use software tools with an attention-correction function so that gaze is automatically corrected toward the camera, to support perception of eye contact/use tools that correct participants’ gaze direction | Rump and Brandt ( | RQ 16: Does perception of eye contact during videoconferencing increase stress perceptions? |
| Use smartphones (not desktop versions of videoconferencing tools), because the screen and camera are close together, supporting perception of eye contact | Bekkering and Shim ( | RQ 17: What are the cognitive effort and stress implications of using different devices (e.g., smartphone vs. desktop PC) to participate in a videoconference? |
| Step 1 | Step 2 | Step 3 | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Reference | Publication Date | WOS | SCO | HAR | AIS | ACM | IEEE | Publication Type | Peer-reviewed? | Method | Author Background | Definition | |
| 1 | Degges-White ( | April 4, 2020 | x | Online report | No | – | Academic | – | |||||
| 2 | Petriglieri ( | April 4, 2020 | x | x | x | Dialogues | No | – | Academic | – | |||
| 3 | Sacasas ( | April 21, 2020 | x | Online report | No | – | Writer | – | |||||
| 4 | Jiang ( | April 22, 2020 | x | Online report | No | – | Journalist | – | |||||
| 5 | Miller ( | April 23, 2020 | x | Online report | No | – | Reporter | x | |||||
| 6 | Sklar ( | April 24, 2020 | x | Online report | No | – | Journalist | – | |||||
| 7 | Fosslien and Duffy ( | April 29, 2020 | x | Online report | No | – | Consultant | – | |||||
| 8 | Robert ( | April 30, 2020 | x | Online report | No | – | Reporter | – | |||||
| 9 | Schroeder ( | May 6, 2020 | x | Online report | No | – | Academic | x | |||||
| 10 | Callahan ( | May 11, 2020 | x | Online report | No | – | Reporter | – | |||||
| 11 | Hines and Sun ( | May 11, 2020 | x | Online report | No | – | Academic | x | |||||
| 12 | Sander & Bauman ( | May 19, 2020 | x | Online report | No | – | Academic | – | |||||
| 13 | Dixon-Saxon ( | May 26, 2020 | Presentation slides | No | – | Academic | x | ||||||
| 14 | Daigle ( | May 27, 2020 | x | Online report | No | – | Reporter | – | |||||
| 15 | Lee ( | June 27, 2020 | x | Online report | No | – | Academic | x | |||||
| 16 | Williamson ( | July 2020 | x | Opinion | No | – | Consultant | – | |||||
| 17 | Maheu and Wright ( | July 6, 2020 | x | Online report | No | – | Academic | – | |||||
| 18 | Basu ( | July 9, 2020 | x | Online report | No | – | Reporter | – | |||||
| 19 | Wiederhold ( | July 10, 2020 | x | x | x | Editorial (by EIC) | No | – | Academic | x | |||
| 20 | Chrisman ( | July 12, 2020 | x | Debate | No | – | Academic | – | |||||
| 21 | Bothra ( | July 20, 2020 | x | Online report | No | – | Therapist | – | |||||
| 22 | Pesce ( | July 28, 2020 | x | x | Crosstalk | No | – | Academic | – | ||||
| 23 | Tufvesson ( | August 10, 2020 | x | Online report | No | – | Journalist | – | |||||
| 24 | Rump and Brandt ( | September 2020 | Research report | No | Survey | Academic | x | ||||||
| 25 | Cranford ( | September 2, 2020 | x | x | Editorial (by EIC) | No | – | Academic | – | ||||
| 26 | Panke ( | October 2, 2020 | x | Online report | No | – | Reporter | – | |||||
| 27 | Anderson and Looi ( | October 5, 2020 | Correspondence to editor | No | – | Academic | x | ||||||
| 28 | Ebner and Greenberg ( | October 6, 2020 | x | x | Research article | Yes | Conceptual | Academic | x | ||||
| 29 | Fernandes ( | October 14, 2020 | x | Online report | No | – | Analyst | – | |||||
| 30 | Collins ( | October 21, 2020 | x | x | Research article | Yes | Interviews, Observation | Academic | – | ||||
| 31 | Peper & Yang ( | November 24, 2020 | x | Online report | No | – | Academic | – | |||||
| 32 | Hall ( | November 25, 2020 | x | Correspondence to editor | No | – | Academic | – | |||||
| 33 | Nadler ( | December 2020 | x | x | Research article | Yes | Conceptual | Academic | x | ||||
| 34 | Schroeder ( | January 20, 2021 | x | Online report | No | – | Academic | – | |||||
| 35 | Toney et al. ( | February 2, 2021 | x | x | x | Research article | Yes | Case study | Academic | – | |||
| 36 | Chawla ( | February 4, 2021 | x | x | x | Correspondence to editor | No | Survey | Journalist | – | |||
| 37 | Abdelrahman ( | February 5, 2021 | x | x | Research article | Yes | Conceptual | Academic | x | ||||
| 38 | Bailenson ( | February 23, 2021 | x | Invited paper | No | Conceptual | Academic | – | |||||
| 39 | Fauville et al. ( | February 23, 2021 | x | SSRN paper | No | Survey | Academic | x | |||||
| 40 | Kageyama ( | After February 23, 2021 | x | Online report | No | – | Academic | – | |||||
| 41 | Palti and Rosenberg-Kima ( | March 2021 | x | Proceedings | Yes | Field study | Academic | – | |||||
| 42 | Wong ( | March 18, 2021 | x | Online report | No | – | Academic | – | |||||
| 43 | Peper et al. ( | March 29, 2021 | x | Research article | Yes | Survey | Academic | – | |||||
| 44 | Williams ( | April 9, 2021 | x | Correspondence to editor | No | – | Academic | – | |||||
| 45 | Fauville et al. ( | April 14, 2021 | x | SSRN paper | No | Survey | Academic | (x) | |||||
Order of articles by publication date. In five cases (no. 16, 24, 33, 40, 41) identification of the exact publication day was not possible. For no. 16, 24, 33, and 41 only the publication month was available, for no. 40 no information was available; yet, based on analysis of references it was possible to determine the earliest possible publication date. Method column: “–“ indicates that no method was identifiable. Note that the definition in Fauville et al. (2021b) is almost identical to the definition in Fauville et al. (2021a); therefore, despite that 13 papers listed in this table provide a formal definition for the term “Zoom fatigue”, only 12 unique definitions could be identified (listed in Table 1 in the main paper). Database acronyms: WOS = Web of Science, SCO = Scopus, HAR = Harzing’s software (based on Google Scholar), AIS = AIS eLibrary, ACM = ACM Digital Library, IEEE = IEEE Xplore. Indication Step1, Step2, and Step3 in the top row of the table refers to the steps in the literature search process as described in the main paper