Comparing the Agency of Hybrid Meeting Remote Users in 2D and 3D Interfaces of the Hybridge System

Authors: Becky Spittle, Payod Panda, Lev Tankelevitch, Kori Inkpen, John Tang, Sasa Junuzovic, Qianqian Qi, Pat Sweeney, Andrew D. Wilson, Bill Buxton, Abigail Sellen, Sean Rintel
Venue: CHI EA 2024

AThe study

Within-subjects experiment in which 23 remote participants each joined a four-person hybrid meeting with both interfaces, in an order balanced across people. Each session lasted around 60 minutes.

Choose a seatMove into the seatLook around 3D interfaceall 23 people Click a seat in a 3D replica of the room Glide smoothly into the seat's view Pan left and right from the seat 2D interfaceall 23 people Pick an empty seat on a minimap Jump straight to the seat's camera view Open a second peek view from another seat

BThe system

  1. A digital seatEach remote participant appears on their own display, with a camera and speakers, among the chairs at the table.
  2. Take a seatThe remote participant chooses an empty seat and sees the room through that seat's camera.
  3. Show the viewA cone on the minimap shows where the remote participant is looking.

The system uses ordinary hardware in the room and software only for remote participants. The study compared two remote interfaces, and the same people used both.

CWhat changed

Control and a placewhat remote participants reported with each interface

  • ↑3D interface: remote participants reported a greater sense of agency.Self-reported control over view and position, overall and relative to people in the room. A reliable difference, p = 0.004.
  • ↑3D interface: remote participants felt more that they had a place in the room.Self-reported, p = 0.03. Some still felt limited by the layout of the physical room.
  • 3D interface: panning from a seat felt natural, while the 2D peek view felt abrupt.From interviews. Some participants said the 2D second view from another seat distracted them from the flow of the meeting.

Awareness and presencewhat remote participants reported with each interface

  • ↑3D interface: remote participants found it easier to keep track of who and what was where.Self-reported ease of awareness, p = 0.001. Still, 11 participants said they could not always follow the meeting, and speakers were hard to pick out without spatial audio.
  • ↑3D interface: remote participants felt more physically present in the meeting room.Self-reported, p = 0.005. Participants named panning around the room as key to feeling really there.

Preference and a side effectafter trying both interfaces

  • 3D interface: 20 of 23 participants preferred it for future meetings.Self-reported preference, 87% of participants. Six said even the 2D interface felt more present than their usual video meetings.
  • 3D interface: people in the room could not tell when a remote participant was looking around.One participant likened a remote attendee to a ghost in the room. One remote participant found this freedom to watch unseen intimidating.

↑ better than with the 2D interface ↓ worse – no reliable difference

DKey takeaway

Remote attendees of hybrid meetings can gain more agency from a 3D digital twin of the room, panning their view from a chosen seat, than from a flat 2D canvas. The 3D twin may also ease awareness and add presence.

Made for this site with AI assistance from the verified research brief. It is not the paper's own figure.

Abstract

Hybridge is an experimental system for exploring the design of remote inclusion for hybrid meetings. In-room users see remote participants on individual displays positioned around a table, and remotes see video feeds from the room integrated into a digital twin of the meeting room. Remotes can choose where to appear in and view the meeting room from. We designed two digital interfaces for remote attendees, one using a 2D canvas, and the other using a 3D digital twin of the room as the medium of interaction. To decide which interface to use for future evaluation, we conducted a within-subjects comparison of 24 groups completing survival tasks. We found that 3D outperformed 2D in the participants’ perceived sense of awareness, sense of agency, and physical presence. Majority of participants also subjectively preferred 3D over 2D. We discuss design recommendations based on usage patterns and participant comments, and plans for further research.

Research brief

By Becky Spittle, Payod Panda, Lev Tankelevitch, Kori Inkpen, John Tang, Sasa Junuzovic, Qianqian Qi, Pat Sweeney, Andrew D. Wilson, Bill Buxton, Abigail Sellen, and Sean Rintel.

Takeaway: Asymmetric hybrid meeting design can give remote attendees heightened agency. A screen-and-camera seat at the table plus a 3D replica of the room to look around, not fixed 2D views, raised their reported awareness, agency and presence. That is because they could follow the room as one continuous perspective.

Why this matters

What was known
The usual hybrid meeting puts all remote participants in one grid on a single room display. This ignores the spatial relationships people in the room rely on and leaves remote participants unable to move around the space. This setup places remote participants at a disadvantage by not accommodating the spatial relationships that in-room attendees can leverage. (§1, p. 2)
What this paper adds
Two remote interfaces for the Hybridge system, a 2D map-and-canvas view and a 3D digital twin of the meeting room with a pannable camera, compared within subjects to decide which to take forward. Having the ability to manipulate one's view of the meeting room and a representation of the 3D space significantly enhanced perceived ease of awareness, sense of agency, and physical presence. (§7, p. 6)
Who it matters to
Designers of hybrid meeting systems, and organisations that want better hybrid meetings without purpose-built rooms or large infrastructure costs. it may represent a more costeffective way forward for organizations that want to elevate their hybrid meetings without committing to significant infrastructural cost and effort (§6, p. 6)

Research question

Method and data

Design
Within-subjects comparison of Hybridge2D and Hybridge3D, counterbalanced with a basic Latin square.
Prototype
Hybridge, an experimental hybrid meeting system built from commodity hardware in the room and software-only remote endpoints. In the room, each remote participant appears on their own 27" display, with a camera and speakers, placed among the chairs around the table (a digital seat). Remote users pick an empty seat on a minimap and see the room through that seat's camera. In Hybridge2D they can also open a second 'peek' view from another seat, and changing seat jumps straight to the new view. In Hybridge3D they first see a 3D replica of the room with a freely movable camera, choose a seat by clicking it, glide smoothly into the seated view, and can then pan left and right. A cone on the minimap shows where they are looking. The two interfaces were compared with each other.
Hybrid meeting panels: remote users on screens around a meeting-room table, and their two views of the room, a 2D canvas of video feeds and a 3D digital twin in which they choose a seat.
Figure 1: A hybrid meeting using Hybridge. (a, c) show remote users A (study participant) and D (confederate), who may view a Hybridge room from any digital seat. (b) shows the local Hybridge room, with remote users A and D distributed in-room (D is outside camera view). (d) shows the Hybridge2D interface, showing a webcam view from a digital seat. (e) shows the "room view" in Hybridge3D, a digital twin with 3D room representation. From the paper, Figure 1, p. 1.
Setting
Each session was a meeting of four: one remote study participant and three confederates (two in the room, one remote). After an ice-breaker, groups did survival tasks, choosing 3 items from a list of 11 within five minutes.
Participants / data
24 participants (16 male, 8 female): students and staff from university mailing lists (n = 10) and industry professionals in research and computing (n = 14). Results are based on 23 participants after one session was excluded for technical issues.
Duration
Each session lasted around 60 minutes.
Analysis
Survey summary scores for agency, ease of awareness and physical presence (adapted SUS questionnaire) analysed with aligned rank transform (ART) repeated-measures ANOVA. Semi-structured interviews on preferences.

Findings

Questions this paper answers

Does letting remote participants control their own view help in hybrid meetings?
Yes. Remote attendees usually depend on people in the room to adjust what they see, which can make them feel they participate less. In a preliminary comparison, a 3D replica of the room they could look around gave them more control, easier awareness and more presence than fixed seat views. (See §5, p. 3; §5.1, p. 5; §5.2, p. 5; §5.3, p. 5.)
Is a view you can steer better than several fixed camera views?
Yes, in a preliminary comparison. A single view that remote attendees could pan felt like looking around a real room and took less mental effort. Jumping to another seat's camera, even to see more, felt abrupt and pulled attention away from the conversation. (See §5.1, p. 4.)
What still makes hybrid meetings hard for remote participants?
Following everyone at once. Even with a 3D view, some remote attendees had to swing their view back and forth to keep up. Without spatial audio it was hard to tell who was speaking, so they spent effort watching mouths or recognising voices. (See §5.2, p. 5.)
Does giving remote attendees more freedom create problems for people in the room?
It can. Freedom to look around is invisible to the room, because people in the room could not tell where a remote attendee was looking as they panned. One remote attendee found watching unseen intimidating, 'a little bit like a ghost in the room'. (See §5.2, p. 5.)

Quantitative results

MeasureResultWhere
Preferred Hybridge3D over Hybridge2D for future meetingsTwenty out of 23 (87%)§5, p. 3
Sense of agency, 3D vs 2DF1,22 = 10.62, p = 0.004§5.1, p. 4
Sense of agency relative to local participants, 3D vs 2DF1,22 = 6.47, p = 0.02§5.1, p. 4
Feeling of having a place in the room, 3D vs 2DF1,22 = 5.6, p = 0.03§5.1, p. 4
Ease of awareness, 3D vs 2DF1,22 = 16.08, p = 0.001§5.2, p. 5
Physical presence, 3D vs 2DF1,22 = 9.84, p = 0.005§5.3, p. 5

Contributions and implications

Limitations

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Concepts

Inclusion
How this paper uses the term: Inclusion here refers to the equity of potential participation in a meeting. (§1, p. 2)
Digital seats
Display, camera and speaker units placed around the meeting-room table: These "digital seats" can be occupied by a single remote participant, who can be seen and heard as if they were sitting at the table. (p. 3)
Heightened agency
Our second design principle, aimed at levelling the playing field with the people in the room: remote users should have heightened agency to choose their viewpoint and where they appear in the room (§2, p. 2)
Digital twin
What remote users see in Hybridge3D: Remote users participate through a digital twin of the meeting room, which blends remote and in-room participants through camera and virtual representations. (p. 3)

Figures

Five paired dot plots comparing Hybridge2D and Hybridge3D. Average ratings of agency, agency relative to in-room participants, place in the room, ease of awareness and physical presence are all significantly higher in Hybridge3D.
Figure 5: Perceived (a) agency, (b) agency relative to local participants, (c) feeling of having a place in the room, (d) ease of awareness, and (e) physical presence as a function of condition. Horizontal bars indicate averages, and circles and lines indicate individual data points. *** is p < 0.001, ** is p < 0.01, * is p < 0.05 From the paper, Fig. 5, p. 6.
Hybrid meeting panels: remote users on screens around a meeting-room table, and their two views of the room, a 2D canvas of video feeds and a 3D digital twin in which they choose a seat.
Figure 1: A hybrid meeting using Hybridge. (a, c) show remote users A (study participant) and D (confederate), who may view a Hybridge room from any digital seat. (b) shows the local Hybridge room, with remote users A and D distributed in-room (D is outside camera view). (d) shows the Hybridge2D interface, showing a webcam view from a digital seat. (e) shows the "room view" in Hybridge3D, a digital twin with 3D room representation. From the paper, Figure 1, p. 1.

How to cite

Becky Spittle, Payod Panda, Lev Tankelevitch, Kori Inkpen, John Tang, Sasa Junuzovic, Qianqian Qi, Pat Sweeney, Andrew D. Wilson, Bill Buxton, Abigail Sellen, and Sean Rintel. 2024. Comparing the Agency of Hybrid Meeting Remote Users in 2D and 3D Interfaces of the Hybridge System. CHI EA 2024. https://doi.org/10.1145/3613905.3651103

This brief was prepared with AI assistance and published by Sean Rintel. It is not the authors' published text. Page numbers refer to this PDF.

BibTeX

@inproceedings{spittle2024comparing,
author = {Spittle, Becky and Panda, Payod and Tankelevitch, Lev and Inkpen, Kori and Tang, John and Junuzovic, Sasa and Qi, Qianqian and Sweeney, Pat and Wilson, Andrew D. and Buxton, Bill and Sellen, Abigail and Rintel, Sean},
title = {Comparing the Agency of Hybrid Meeting Remote Users in 2D and 3D Interfaces of the Hybridge System},
booktitle = {CHI EA 2024},
year = {2024},
month = {May},
publisher = {ACM},
url = {https://doi.org/10.1145/3613905.3651103},
doi = {10.1145/3613905.3651103},
}