Enhancing Android accessibility for users with hand tremor by reducing fine pointing and steady tapping
Open accessAbstract
Smartphones and tablets with touchscreen have demonstrated potential to support the needs of individuals with motor impairments such as hand tremor. However, those users still face major challenges with conventional touchscreen gestures. These challenges are mostly caused by the fine precision requirement to disambiguate between targets on small screens. To reduce the difficulty caused by hand tremor in combination with small touch targets on the screen, we developed an experimental system-wide assistive service called Touch Guard. It enables enhanced area touch and a series of complementary features. This service provides the enhanced area touch feature through two possible disambiguation modes: magnification and descriptive targets list. In a laboratory study with motor-impaired users, we compared both modes to conventional tapping and tested Touch Guard with real-world applications. Targets list based disambiguation was more successful, reducing the error rate by 65% compared to conventional tapping. In addition, several challenges and design implications were discovered when presenting new touchscreen interaction techniques to users with motor impairments. As the experimental product of an intern research project at Google, Touch Guard demonstrates broad potential for solving accessibility issues for people with hand tremor using their familiar mobile devices, instead of high-cost hardware.
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Claims the paper makes
5 of 30 cited sources checked · 1 supported · 1 flagged · accuracy not yet measured
- Premisecitation
Error rate on small targets can be higher than 40%.
“Error rate on such small targets can be higher than 40% [10].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [10] 10. Guerreiro, T. and Nicolau, H. and Jorge, J. and Gonc ¸alves, D. Towards accessible touch interfaces. ASSETS 2010. source
The Tapping results (section 4.1.1, p. 4) report significantly more task errors for small targets than for medium or large targets. The overview (section 4.2.1, p. 6) also reports technique differences at the smallest size, but the text in our copy does not give an error rate above 40%; the cited figures are represented only by image placeholders. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Findingown data
Different disambiguation modes significantly affected user acceptance.
“We found different disambiguation modes significantly affected user acceptance (Z = -2.384,p <.05).”
Quote in the paperSubstantial claim - Findingown data
In a controlled laboratory study with eight participants with hand tremor, list-based disambiguation of enhanced area touch significantly reduced errors when selecting targets on a touchscreen by 65% compared to conventional tapping.
“With the list based disambiguation, enhanced area touch sig nificantly reduced errors made when selecting targets on a touchscreen by 65%.”
Quote in the paperSubstantial claim - Findingown data
Participants made fewer errors when using list-based disambiguation mode than tapping.
“Pairwise comparison showed participants made fewer errors when using list based disam biguation mode than tapping (Z = -6.66,p <.001)”
Quote in the paperSubstantial claim - Findingown data
Touch type had a significant effect on error rate.
“Overall, touch type had a significant effect on error rate (χ 2 (2) = 56.09,p <.001).”
Quote in the paperSubstantial claim
- Findingown data
Touch type had a significant main effect on target acquisition time.
“A significant main effect of touch type on target acquisition time was found (F 2,672 = 81.71,p <.01).”
Quote in the paperSubstantial claim - Findingown data
No interaction effects on target acquisition time were significant.
“No interaction effects were signif icant.”
Quote in the paperNot a substantial claim - Findingown data
All users preferred the list-based disambiguation mode over magnification.
“We asked participants to choose their preferred disambigua tion mode, all users preferred the list based disambiguation mode over magnification.”
Quote in the paperSubstantial claim - Findingreasoning
Both disambiguation modes of enhanced area touch were slower than conventional tapping.
“Although both dis ambiguation modes were slower than tapping because of un accounted correction cost and additional steps introduced.”
Quote in the paperNot a substantial claim - Findingreasoning
Users who found operating a touchscreen phone (including its back button) difficult or impossible showed more appreciation for Touch Guard.
“On the contrary, those users who found operat ing a touchscreen phone (including its back button) difficult or impossible showed more appreciation for Touch Guard.”
Quote in the paperSubstantial claim - Findingown data
None of our participants used any assistive technology.
“the fact that none of our participants used any as sistive technology”
Quote in the paperSubstantial claim - Findingown data
Users appreciated the targets list mode because it was less noticeable.
“They also felt that it was less noticeable”
Quote in the paperNot a substantial claim - Findingown data
Several users unintentionally touched their phone with two fingers at the same time.
“Several users unintentionally touched their phone with two fingers at the same time.”
Quote in the paperSubstantial claim - Findingreasoning
When entering disambiguation mode, the target location is often shifted by a significant distance.
“Second, when enter ing disambiguation mode, the target location is often shifted by a significant distance.”
Quote in the paperSubstantial claim - Findingown data
In several cases, non-interactive widgets were falsely flagged and recognized as targets by Touch Guard, leading to confusion of participants.
“In several cases, non-interactive widgets were falsely flagged and recognized as targets by Touch Guard, lead ing to confusion of participants.”
Quote in the paperNot a substantial claim - Findingown data
Even with full-screen scrolling support with relaxed time and speed threshold, P8 still felt 'smaller movements' were needed to scroll.
“For ex ample, even with our full-screen scrolling support with re laxed time and speed threshold, P8 still felt”
Quote in the paperNot a substantial claim - Findingown data
Differences in perceived usefulness and perceived ease of use between disambiguation modes were not significant.
“Although differences in other two dimensions were not significant”
Quote in the paperNot a substantial claim - Findingown data
Even within a group of users who shared a common condition, there was substantial variance in participants' ability to utilize Touch Guard.
“Even within a group of users who shared a common condition, there was substantial vari ance in participants' ability to utilize Touch Guard.”
Quote in the paperSubstantial claim - Findingown data
Participants of the study struggled especially with tasks that asked them to do things in a timely manner or with a specific level of precision.
“Participants of our study struggled es pecially with those tasks that asked them to do things in a timely manner or with a specific level of precision.”
Quote in the paperSubstantial claim - Findingown data
During the study, the magnification mode often tended to cut off crucial parts of the regions of interest that were important for users to understand which element they were about to activate.
“During the study, the magnification mode often tended to cut off crucial parts of the regions of interest that were important for the users to un derstand which element they were about to activate, i.e. mes sages of a dialog.”
Quote in the paperSubstantial claim - Findingown data
Participants, even those without any prior Android experience, were able to complete all tasks within real-world applications with the exception of playing a game.
“Participants, even those without any prior Android experi ence, were able to complete all tasks within real-world ap plications with the exception of playing a game.”
Quote in the paperSubstantial claim - Findingreasoning
Users who had enough physical control of their hands to access the back button were less likely to accept the additional 'tapping work' introduced by Touch Guard.
“Those users who had enough physi cal control of their hands to access the back button were less likely to accept the additional”
Quote in the paperSubstantial claim - Findingown data
We frequently observed participants rotate their devices to ease fatigue.
“we frequently observed participants rotate their devices to ease fatigue.”
Quote in the paperNot a substantial claim - Findingown data
Users appreciated the targets list mode because it offers additional security before doing a crucial action like calling someone.
“They liked the fact that it offers additional security be fore doing a crucial action like calling someone.”
Quote in the paperNot a substantial claim - Premisecitation
Users with motor impairments make more mistakes when selecting or tapping small touch targets than users without impairments.
“These stud ies have shown that users with motor impairments tend to make more mistakes when selecting their touch targets than users without impairments.”
- Also stated in: § RELATED WORK · boosted
“In both laboratory and real-world contextual studies, it has been confirmed that users with motor impairments make more mistakes when tapping small targets than non-disabled [21,33].”
Quote in the paperSubstantial claim0 of 2 sources checked - Also stated in: § RELATED WORK · boosted
- Premisecitation
Other accessibility options on iOS and Android often fail their purposes due to high demands of dexterity control to activate.
“Although other op tions exist on iOS and Android to solve some of the accessi bility problems for motor-impaired users, they often fail their purposes due to high demands of dexterity control to activate [33].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [33] 33. Trewin, S., Swart, C. and Pettick, D. Physical accessibility of touchscreen smartphones. ASSETS '13. source
- Premisecitation
Users with motor impairments find multitouch gestures difficult and sometimes impossible.
“Users with motor impairments also find multitouch gestures difficult and sometimes impos sible [14,33].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [14] 14. Irwin, C. B and Sesto, M. E. Performance and touch characteristics of disabled and non-disabled participants during a reciprocal tapping task using touch screen technology. In Applied ergonomics, 43.6, pages 1038-1043, 2012. source
- cites [33] 33. Trewin, S., Swart, C. and Pettick, D. Physical accessibility of touchscreen smartphones. ASSETS '13. source
- Interpretationown data
Touch Guard demonstrates broad potential for solving accessibility issues for people with hand tremor using their familiar mobile devices, instead of high-cost hardware.
“As the experimental product of an intern research project at Google, Touch Guard demonstrates broad potential for solving accessibility issues for people with hand tremor using their familiar mobile devices, instead of highcost hardware.”
Quote in the paperNot a substantial claim - Premisenone given
Small and dense targets are very common on mobile touchscreen interfaces.
“Unfortunately, small and dense targets are very common on mobile touch screen interfaces”
Quote in the paperSubstantial claim - Interpretationown data
Differences in error rates were largely caused by small and dense targets.
“When examining how the touch types compared on different interfaces, we found the differences in error rates were largely caused by small and dense targets.”
Quote in the paperSubstantial claim - Premisecitation
Scrolling is challenging for many users with motor impairments.
“However, it has been evaluated by prior studies and proven challenging for many users with motor impairments [2,21,33].”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [2] 2. Anthony, L. and Kim, Y. and Findlater, L. Analyzing user-generated youtube videos to understand touchscreen use by people with motor impairments. CHI 2013. source
- cites [21] 21. Naftali, M. and Findlater, L. Accessibility in context: understanding the truly mobile experience of smartphone users with motor impairments. ASSETS 2014. source
- cites [33] 33. Trewin, S., Swart, C. and Pettick, D. Physical accessibility of touchscreen smartphones. ASSETS '13. source
- Interpretationown data
Touch Guard demonstrates the effectiveness of using enlarged motor and visual space to reduce errors for users with motor impairments on touchscreen devices.
“The main contribution of this paper is the introduction and evaluation of Touch Guard, an assistive technology service that demonstrates the effectiveness of using enlarged motor and visual space to reduce errors for users with motor impair ments on touchscreen devices.”
Quote in the paperSubstantial claim - Interpretationreasoning
The significant change of visual contents on the screen introduced by magnification requires more cognitive load to process.
“It suggests the significant change of visual contents on the screen introduced by magnification re quires more cognitive load to process.”
Quote in the paperSubstantial claim - Interpretationown data
The lower Likert scores of magnification conform with the finding that it is less effective than the targets list mode.
“Although differences in other two dimensions were not significant, the lower Likert scores of magnification conforms with our finding that it is less effec tive than the targets list mode.”
Quote in the paperSubstantial claim - Interpretationreasoning
This discovery is related to the fact that enhanced area touch was slower than conventional tapping.
“This discovery is related to the fact that enhanced area touch was slower than conventional tapping.”
Quote in the paperSubstantial claim - Interpretationown data
The positive result displayed viability of supporting touchscreen users with motor impairments with low-cost software solutions.
“The positive result dis played viability of supporting touchscreen users with motor impairments with low-cost software solutions.”
Quote in the paperSubstantial claim - Interpretationreasoning
A magnification factor smaller than 4 does not provide enough extra space when targets are small and dense to compensate for users' motor skill.
“Although magnification retains benefit of closer placing of targets and easier visual mapping, a factor smaller than 4 does not provide enough extra space when targets are small and dense to compensate for users' motor skill.”
Quote in the paperSubstantial claim - Interpretationown data
Various impairments that affect physical control of hands result in very unique needs that are difficult to satisfy with a single service.
“We found that various impairments that affect physical con trol of hands result in very unique needs that are difficult to be satisfy with a single service.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 29
- May combine two claims. 31
- The quote only partly states this claim. 2
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationGuerreiro et al. compared tapping with crossing, exiting, etc. and found they did not have significant effects on error rate.
“However, Guerreiro et al. [10] compared tapping with crossing, exiting, etc. and found they did not have significant effects on error rate.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [10] 10. Guerreiro, T. and Nicolau, H. and Jorge, J. and Gonc ¸alves, D. Towards accessible touch interfaces. ASSETS 2010. source
Section 4.2.1 (p. 6) reports a significant effect of interaction technique on task errors at every target size. Tapping and Crossing did not differ significantly from each other, but Exiting had significantly more errors than both at the medium and largest sizes, contrary to the claim about the techniques collectively. (LLM, conf=0.91)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationScanning-based interaction is available on iOS for users with severe motor impairments but is very inefficient for users with gross or fine motor control.
“For users with severe motor impairments, scanningbased interaction [7] is available on iOS but it is very in efficient for users with gross or fine motor control.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [7] 7. Felzer, T., Nordmann, R. and Rinderknecht, S. Scanning-based human-computer interaction using intentional muscle contractions. In Universal Access in Human-Computer Interaction. Intelligent and Ubiquitous Interaction Environments, p. 509-518, 2009. source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationGuerreiro et al. concluded the minimum target size should be 12 mm.
“By studying the performance of 15 par ticipants with quadriplegia on touchscreens, Guerreiro et al. [10] concluded the minimum target size should be 12 mm.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [10] 10. Guerreiro, T. and Nicolau, H. and Jorge, J. and Gonc ¸alves, D. Towards accessible touch interfaces. ASSETS 2010. source
The Participants section (p. 3) confirms that the study included 15 people with tetraplegia. The Conclusions (p. 8) call 12 mm the most appropriate target diameter, but do not establish it as a minimum: only three sizes were tested, and the best-size discussion (p. 7) notes an exception requiring larger targets for one technique. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationSmaller size and higher density of touch targets leads to more errors and longer acquisition time.
“Similar to clicking with the mouse on desktop, smaller size and higher density of targets leads to more errors and longer acquisition time [10,30].”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [10] 10. Guerreiro, T. and Nicolau, H. and Jorge, J. and Gonc ¸alves, D. Towards accessible touch interfaces. ASSETS 2010. source
Section 4.1.1 (p. 4) reports more task errors for the smallest touch targets than for medium or large targets. The paper does not establish that higher target density increases errors or that smaller targets take longer to acquire; Section 4.1.2 (p. 5) reports no effect of target size on time for crossing. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites [30] 30. Sesto, M. E. and Irwin, C. B. and Chen, K. B. and Chourasia, A. O. and Wiegmann, D. A. Effect of touch screen button size and spacing on touch characteristics of users with and without disabilities. In Human Factors: The Journal of the Human Factors and Ergonomics Society, 54.3, pages 425-436, 2012. source
May combine two claims.
Findingown dataMagnification-based area touch was slower than tapping and list-based area touch.
“Pairwise comparison showed that magnification is slower than tapping (p <.01) and the list mode (p <.01).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataDuring the studies users found Touch Guard empowering and capable of preventing high cost errors such as accidental phone calls in the dialer.
“Moreover, during the studies users found Touch Guard empowering and capable of preventing high cost errors such as accidental phone calls in the dialer.”
Quote in the paperNot a substantial claimThe quote only partly states this claim.
Findingown dataParticipants did not have significantly different error rates when using magnification compared to tapping.
“but did not have significantly different error rates when using mag nification.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAverage target acquisition times were 1.7 seconds for tapping, 4.7 seconds for magnification-based area touch, and 3.7 seconds for list-based area touch.
“Average target ac quisition times were 1.7 seconds for tapping, 4.7 seconds for magnification based area touch, and 3.7 seconds for list based area touch (see Figure 3).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThere was a significant effect of touch type on error rates in nested and clustered interfaces, but not in the standard icon interface.
“There was a significant effect of touch type on error rates when participant performed tasks in both nested (χ 2 (2) = 20.03,p <.001) and clustered (χ 2 (2) = 21.0,p <.001) interfaces, but not the standard icon interface in which targets have large size.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAverage error rates were 7.0% for list-based area touch, 25.8% for magnification-based area touch, and 20.2% for tapping.
“Average error rates were 7.0% for list based area touch, 25.8% for magnification based area touch and 20.2% for tap ping as shown in Figure 4.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataParticipants found Touch Guard useful (mean = 3.38) and acceptable (mean = 3.5), but not easy to learn as a new interaction technique (mean = 2.63).
“Overall, participants found Touch Guard useful (mean = 3.38) and acceptable (mean = 3.5), but not easy to learn as a new interaction technique (mean = 2.63).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Findingown dataThe better performance of error reduction was noticed and the targets list mode was described as 'clear and simple' and made P5 'more sure.'
“The better performance of error reduction was also noticed as the targets list mode was descried as”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAlthough Touch Guard prevents accidental activation of incorrect targets by the second finger, it was not able to recognize swiping gestures in those situations.
“Al though Touch Guard prevents accidental activation of incor rect targets by the second finger, it was not able to recognize swiping gestures in those situations.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataP6 did not have enough stability to keep his fingers away from the display during longer interactions, so he scrolled back and forth as he could not lift his finger.
“Moreover, as P6 did not have enough stability to keep his fingers away from the dis play during longer interactions, he scrolled back and forth, as he could not lift his finger.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataTwo others initially believed the targets list mode was intended as an 'auto correction mode' (P5, P7) that was about to predict what was going to be entered rather than confirming the number they had selected.
“Two others initially believed this same mode was intended as an”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataUsers unfamiliar with Android struggled with simple tasks or understanding certain features of Touch Guard.
“We frequently observed that users unfamiliar with Android struggled with simple tasks or understanding certain features of Touch Guard.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.
Findingown dataAll complementary features were well received as 'tailored towards our needs and useful' (P1).
“All complementary features were well received as”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataSeveral apps used custom widgets and failed to provide meaningful content descriptions, which makes items in the targets list incomprehensible.
“We encountered several apps that used custom widgets and failed to provide meaningful content descrip tions, which makes items in the targets list incomprehensi ble.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Findingown dataTwo participants expressed that they do not need magnification as they 'do not have any vision problems' (P3, P8).
“Two participants expressed that they do not need magnification as they”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataTwo participants thought that the targets list mode showed a summary of an email thread rather than separate grouped conversations inside Gmail.
“For example, two participants thought that the targets list mode showed a summary of an email thread rather than separate grouped conversations inside Gmail.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingreasoningTwo participants were convinced that magnification forced them to perform much more taps than the targets list mode while the numbers are comparable and both modes follow the same logic of labor division.
“Another interesting discovery is that two participants were convinced that magnification forced them to perform much more taps than the targets list mode while the numbers are comparable and both modes follow the same logic of labor division.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationcitationTouch Guard is target aware, meaning the service knows the location and size of all interactive on-screen targets so that it can be deployed in the wild and supports users with hand tremor within any applications installed on their Android touchscreen devices.
“Touch Guard is target aware, meaning the service knows the location and size of all interactive on-screen targets so that it can be deployed in the wild and supports users with hand tremor within any applications installed on their An droid touchscreen devices.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [26] 26. Raman, T. V. and Chen, C. L. and Tim, C. Leveraging Android accessibility APIs to create an accessible experience. Google I/O 2011.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S4 (based).
Premisenone givenThose physical features are no longer available on mainstream touchscreen devices.
“Those physical features are no longer avail able on mainstream touchscreen devices.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationError corrections are expensive for motor-impaired users and often lead to frustration.
“Naftali et al. [21] found error corrections are expensive for motorimpaired users and often lead to frustration.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [21] 21. Naftali, M. and Findlater, L. Accessibility in context: understanding the truly mobile experience of smartphone users with motor impairments. ASSETS 2014. source
May combine two claims.
PremisecitationMany users with motor impairments have problems performing swiping in certain directions, or constraining the swiping path within the bounds of targets.
“Specifically, many of them have problems performing swiping in certain direc tion, or constraining the swiping path within the bounds of targets.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [2] 2. Anthony, L. and Kim, Y. and Findlater, L. Analyzing user-generated youtube videos to understand touchscreen use by people with motor impairments. CHI 2013. source
- cites [21] 21. Naftali, M. and Findlater, L. Accessibility in context: understanding the truly mobile experience of smartphone users with motor impairments. ASSETS 2014. source
- cites [33] 33. Trewin, S., Swart, C. and Pettick, D. Physical accessibility of touchscreen smartphones. ASSETS '13. source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationUsers with motor impairments still express enthusiasm about touchscreen devices' potential to empower them with more independence in daily life.
“Despite those challenges, users with motor impairments still express enthusiasm about touchscreen de vices' potential to empower them with more independence in daily life [2,15,33].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [2] 2. Anthony, L. and Kim, Y. and Findlater, L. Analyzing user-generated youtube videos to understand touchscreen use by people with motor impairments. CHI 2013. source
- cites [15] 15. Kane, S. K. and Jayant, C. and Wobbrock, J. O and Ladner, R. E. Freedom to roam: a study of mobile device adoption and accessibility for people with visual and motor disabilities. ASSETS 2009. source
- cites [33] 33. Trewin, S., Swart, C. and Pettick, D. Physical accessibility of touchscreen smartphones. ASSETS '13. source
May combine two claims.
Interpretationown dataTouch Guard provides solid benefits to users with motor impairments, empowering them to utilize Android touchscreen devices in daily life.
“Our findings show that Touch Guard provides solid benefits to users with motor im pairments, empowering them to utilize Android touchscreen devices in daily life.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe slowness of both disambiguation modes compared to tapping was due to unaccounted correction cost and additional steps introduced.
“Although both dis ambiguation modes were slower than tapping because of un accounted correction cost and additional steps introduced.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationEarly solutions on styli-style devices such as PDAs utilized physical edges or raised bezel to guide users' input on the screen.
“Early solutions on styli-style devices such as PDAs utilized physical edges or raised bezel to guide users' input on the screen [9,36].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [9] 9. Froehlich, J. and Wobbrock, J. O and Kane, S. Barrier pointing: using physical edges to assist target acquisition on mobile device touch screens. ASSETS 2007. source
- cites [36] 36. Wobbrock, J. O. and Myers, B. A. and Kembel, J. A. EdgeWrite: a stylus-based text entry method designed for high accuracy and stability of motion. UIST 2003. source
May combine two claims.
PremisecitationUsers with motor impairments are slower and have long dwell times when performing tapping tasks on touchscreen.
“When performing tapping tasks on touchscreen, users with motor impairments are slower and have long dwell times [14].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [14] 14. Irwin, C. B and Sesto, M. E. Performance and touch characteristics of disabled and non-disabled participants during a reciprocal tapping task using touch screen technology. In Applied ergonomics, 43.6, pages 1038-1043, 2012. source
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenSmall targets may be nested in a bigger button which can be easily activated by error.
“Even worse, small targets may be nested in a bigger button which can be easily activated by error.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationApple's Zoom, Assistive Touch and Speak Selection features on iOS are hard to activate and operate because of a mismatch between the required abilities to operate those features and the actual abilities of the participants.
“Apple has de ployed Zoom, Assistive Touch and Speak Selection features on iOS, but all of them are hard to activate and to operate be cause of a mismatch between the required abilities to operate those features, and the actual abilities of the participants [33].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [33] 33. Trewin, S., Swart, C. and Pettick, D. Physical accessibility of touchscreen smartphones. ASSETS '13. source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationSteady Clicks reduces errors by freezing the cursor at button down location, but does not improve target acquisition time.
“Steady Clicks reduces errors by freezing the cursor at button down location, but does not improve target acquisition time [32].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [32] 32. Trewin, S. and Keates, S. and Moffatt, K. Developing steady clicks:: a method of cursor assistance for people with motor impairments. ASSETS 2006. source
Probably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationnone givenTouch Guard can be used on any standard Android phone and works with any application installed.
“Touch Guard can be used on any standard Android phone and works with any application installed.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationArea Cursors reduces the need for fine pointing when using a mouse by magnifying the visual and motor space, and has been proved beneficial for elderly and motor impaired people.
“For example, Area Cursors reduces the need for fine point ing when using a mouse by magnifying the visual and motor space.This has been proved to be beneficial for elderly [37] and motor impaired [8] people.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [37] 37. Worden, A. and Walker, N. and Bharat, K. and Hudson, S. Making computers easier for older adults to use: area cursors and sticky icons. CHI 1997. source
- cites [8] 8. Findlater, L., Jansen, A., Shinohara, K., Dixon, M., Kamb, P., Rakita, J. and Wobbrock, J. O. Enhanced area cursors: reducing fine pointing demands for people with motor impairments. UIST 2010. source
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationown dataSupporting different orientations is important for users with motor impairments.
“supporting different orienta tions is important for users with motor impairments”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataThis experimental project shows the potential of using software based solutions to make readily available devices more usable for people with motor impairments, reducing the impact of cost barriers on touchscreen device adoption.
“This experimental project shows the poten tial of using software based solutions to make readily avail able devices more usable for people with motor impairments, reducing the impact of cost barriers on touchscreen device adoption.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe targets list mode is more successful and significantly reduced errors when selecting small and dense targets, while magnification surprisingly failed to improve speed and accuracy.
“The targets list mode is more successful and sig nificantly reduced errors when selecting small and dense tar gets, while magnification surprisingly failed to improve speed and accuracy.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataOverall, magnification might not be the solution on touchscreen, or at least has to be carefully designed to cope with characteristics of touchscreen devices.
“Overall, magnification, although is an approach proven successful on desktop, might not be the solution on touchscreen, or at least has to be carefully designed to cope with characteristics of touchscreen devices.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThe study had a relatively small group (N = 8), all participants were 50 years of age or older, and all had very limited experience with Android.
“We had a relatively small group (N = 8), all participants were 50 years of age or older, and all had very limited experience with Android.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataThere is a low awareness of accessibility products for users with motor impairments and an urgent need for more work in the space.
“indicated a low awareness of accessibility products for users with motor impairments and an urgent need for more work in the space.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenAll post-hoc pairwise comparisons used a Bonferroni adjustment.
“All post-hoc pairwise compar isons used a Bonferroni adjustment.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationThe study used a modified System Usability Scale (SUS) model [5] to collect Likert scale ratings.
“Finally, Likert scale rating was collected with a modified System Usability Scale (SUS) model [5].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [5] 5. Brooke, J. SUS-A quick and dirty usability scale. In Usability evaluation in industry 189 page 194, 1996.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningTarget acquisition time data were logarithmically transformed to correct for violations of normality.
“Target acquisition time data were logarithmically transformed to correct for violations of normality as common practice.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationreasoningThose situations are also problematic for users with other impairments, for example, screen readers also rely on those descriptions to support blind users.
“Those situations are also problematic for users with other impairments.For exam ple, screen readers also rely on those descriptions to sup port blind users.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe findings may not generalize across gender, age, culture, interaction methods, and experience.
“Although these participants could represent a difficult user group to design for, our findings may not generalize across gender, age, cul ture, interaction methods, and experience.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataWhen increasing the magnification factor, the visible area of screen contents quickly decreases and this is especially problematic on small screens.
“However, when increasing the factor, the visible area of screen contents quickly decreases and this is espe cially problematic on small screens.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Interpretationown dataA steep learning curve is a major barrier for users with motor impairments, especially for those whose mental capability is also affected by disease or aging.
“A steep learning curve is a major barrier for users with mo tor impairments, especially for those whose mental capa bility is also affected by disease or aging.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationown dataThere is a conceptual link between visual impairments and any kind of screen magnification.
“indicating there is a conceptual link between visual impairments and any kind of screen magnification.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataThe descriptive targets list mode outperformed magnification mode with both performance and users' preference.
“we found it surprising that the descriptive targets list mode outperformed magnification mode with both perfor mance and users' preference.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe prolonged interaction time with enhanced area touch has two reasons: participants developed a strategy of repeated tapping in the area of the target until hitting it because the trial app involved no cost for correction, and that strategy is not applicable to enhanced area touch since the interface is updated in the disambiguation phase.
“There are two reasons for the prolonged interaction time.The first is that because the trial app involve no cost for correction, participants developed a strategy of re peated tapping in the area of the target until hitting it.That strategy is not applicable to enhanced area touch since inter face is updated in disambiguation phase.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
InterpretationreasoningThe higher perceived ease of use scores of targets list mode over magnification could be partly attributed to the list being a standard Android UI component also used in other applications.
“The higher perceived ease of use scores of tar gets list mode over magnification could also be partly at tributed to the list being a standard Android UI component also used in other applications.”
Quote in the paperNot a substantial claim- Rests on an assumption: The list mode is a standard Android UI component also used in other applications.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningMeaningful customization options are important for Touch Guard and similar services.
“This leads to the conclusion that meaningful customization options are important for Touch Guard and similar services.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
Little work has been done to address the challenges motor-impaired users face everyday when using their touchscreen mobile devices, or to study what users with motor impairments value when presented with new interaction techniques.
“Little work has been done to address the challenges motorimpaired users face everyday when using their touchscreen mobile devices, or to study what users with motor impair ments value when presented with new interaction techniques.”
The paper relies on this without support.
Touch Guard is the first general-purpose service that improves accessibility for users with motor impairments and supports interaction with any application running on a touchscreen system.
“The design of Touch Guard includes the first general-purpose service that improves ac cessibility for users with motor impairments and supports the interaction with any application running on a touchscreen system.”
The paper relies on this without support.
The majority of games developed with graphic frameworks such as OpenGL do not properly implement the Android Accessibility API.
“the majority of games developed with graphic frameworks such as OpenGL do not properly implement the Android Accessibility API”
The paper relies on this without support.
Users with motor impairments have higher error rates and corrective operations are more expensive.
“as they have higher er ror rates and corrective operations are more expensive.”
The paper relies on this without support.
The list mode is a standard Android UI component also used in other applications.
“the list being a standard Android UI component also used in other applications.”
Statistics recomputed
Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.
- Consistentz = -6.66reported p < .001 · recomputed p < .001
“(Z = -6.66,p < .001”
- Consistentz = -2.384reported p < .05 · recomputed p = .017
“(Z = -2.384,p < .05”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Self-check results appear here once an independent check has confirmed them.
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“Most modern smartphone models now have a touchscreen which is physically easier for people with mo tor impairments to use [33].”
BackgroundInfluentialBarrier pointing: using physical edges to assist target acquisition on mobile device touch screens
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Sorted by citations
Can Everyone use my app? An Empirical Study on Accessibility in Android Apps
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“In our related work search, we did not find empirical studies focused on the aforementioned populations, except for prior work by [33].”
BackgroundAbility-Based Optimization of Touchscreen Interactions
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Decoding Intent With Control Theory: Comparing Muscle Versus Manual Interface Performance
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“Other researchers have worked on using artificial intelligence to adapt current interfaces such as touch screens [28, 46] and screen layouts for use with a mouse [15] such that they take into account each user’s ability level.”
BackgroundInteraction Proxies for Runtime Repair and Enhancement of Mobile Application Accessibility
Zhang, X., Ross, A. S., Caspi, A., Fogarty, J., & Wobbrock, J. O. (2017) · Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3025453.3025846 · Cited by 59 · see citing works
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“included macro support [31] and pointing enhancement [48].”
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“Studies have compared novel techniques ( e.g., swabbing [17]) to a control condition such as tapping [9,10,17,20], but do not shed light on more general questions related to device comparisons ( e.g. , touchscreen vs. mouse) and user groups.”
BackgroundStroke-Gesture Input for People with Motor Impairments
Vatavu, R.-D., & Ungurean, O.-C. (2019) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3290605.3300445 · Cited by 44 · see citing works
“To improve the accessibility of touchscreen devices for users with motor impairments, the assistive technology community has documented interaction challenges, coping strategies, and contexts of use [2,25,38,41,42,45], introduced new input devices toward more efective touch input [11–13], and designed assistive techni…”
MethodSituational impairments to mobile interaction in cold environments
Sarsenbayeva, Z., Gonçalves, J., Garcia, J. C., Klakegg, S., Rissanen, S., Rintamäki, H., Hannu, J., & Kostakos, V. (2016) · ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) · doi:10.1145/2971648.2971734 · Cited by 36 · see citing works
“Such individuals typically find conventional gestures challenging, often causing them to refrain from using touchscreen devices altogether [50].”
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“Various mobile accessibility standards have been proposed, including those defined by W3C (W3C 2020) and by the UK BBC Standards and Guidelines for Mobile Accessibility (BBC 2021).”
BackgroundA Large-Scale Longitudinal Analysis of Missing Label Accessibility Failures in Android Apps
Fok, R., Zhong, M., Ross, A. S., Fogarty, J. A., & Wobbrock, J. O. (2022) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3491102.3502143 · Cited by 26 · see citing works
“…includes techniques for assistive macros [35], for accessibility services based on system-level content and events [36], for pointing enhancement [55], for per-sonalizable accessibility overlays [37], and for creating accessible screenshots by embedding accessibility data directly in images [32].”
BackgroundTapping Task Performance on Smartphones in Cold Temperature
Gonçalves, J., Sarsenbayeva, Z., van Berkel, N., Luo, C., Hosio, S. J., Rissanen, S., Rintamäki, H., & Kostakos, V. (2016) · Interacting with Computers · doi:10.1093/iwc/iww029 · Cited by 25 · see citing works
“Several design implications have been recommended to make touch-based devices more accessible for people with motor impairments (Trewin et al., 2013; Nicolau et al., 2014; Zhong et al., 2015).”
BackgroundAutomated Repair of Size-Based Inaccessibility Issues in Mobile Applications
Alotaibi, A. S., Chiou, P., & Halfond, W. G. J. (2021) · IEEE/ACM International Conference on Automated Software Engineering (ASE) · doi:10.1109/ase51524.2021.9678625 · Cited by 23 · see citing works
“Touch Guard [25] helps users to access inaccessible small touch targets by enhancing their touched areas with screen magnification to enlarge and to disambiguate the bounds between multiple targets.”
BackgroundPeng, Y.-H., Lin, M.-T., Chen, Y., Chen, T.-C., Ku, P.-S., Taele, P., Lim, C. G., & Chen, M. Y. (2019) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3290605.3300913 · Cited by 21 · see citing works
“For novel user interfaces, a two-stage selection interface [46] and a customized adaptive keyboard layout [38] have been proposed.”
MethodChiou, P. T., Alotaibi, A. S., & Halfond, W. G. J. (2023) · doi:10.1145/3544548.3580749 · Cited by 18 · see citing works
“Similarly, Touch Guard [100] enhances UI elements’ touch areas with screen magnifcation to enlarge and disambiguate the bounds between multiple targets.”
BackgroundSupporting Trembling Hand Typing Using Optical See-Through Mixed Reality
Wang, K., Iwai, D., & Sato, K. (2017) · IEEE Access · doi:10.1109/access.2017.2711058 · Cited by 16 · see citing works
“(2015) [12] developed a hand tremor service for smartphone called ‘‘Touch Guard’’.”
Methodological Standards in Accessibility Research on Motor Impairments: A Survey
Sarsenbayeva, Z., van Berkel, N., Velloso, E., Goncalves, J., & Kostakos, V. (2023) · ACM Computing Surveys · doi:10.1145/3543509 · Cited by 17 · see citing works
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“Also, Zhong et al. enhanced Android accessibility for users with hand tremor by reducing fine pointing and steady tapping [48].”
Improving Input Accuracy on Smartphones for Persons who are Affected by Tremor using Motion Sensors
Plaumann, K., Babic, M., Drey, T., Hepting, W., Stooß, D., & Rukzio, E. (2018) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3161169 · Cited by 16 · see citing works
“This is similar to users with motor impairments avoiding steep learning curves as Zhong et al. showed [43].”
BackgroundResultInfluentialRePlay: Touchscreen Interaction Substitution Method for Accessible Gaming
Ahmetovic, D., Riboli, D., Bernareggi, C., & Mascetti, S. (2021) · International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · doi:10.1145/3447526.3472044 · Cited by 17 · see citing works
“Such ATs may reduce the required dexterity, strength [36] or interaction complexity [71].”
BackgroundPandya, S., & Elglaly, Y. N. (2018) · INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION · doi:10.1145/3242969.3243003 · Cited by 12 · see citing works
“However, older users still face major difficulties with conventional touchscreen mobile apps [31].”
BackgroundA Systematic Survey on Android API Usage for Data-driven Analytics with Smartphones
Lee, H., Park, J., & Lee, U. (2022) · ACM Computing Surveys · doi:10.1145/3530814 · Cited by 17 · see citing works
“[170] EUI/UX IFASD IP2-1 • • • Rodrigues et al.”
BackgroundInfluentialFacilitating Text Entry on Smartphones with QWERTY Keyboard for Users with Parkinson’s Disease
Wang, Y., Yu, A., Yi, X., Zhang, Y., Chatterjee, I., Patel, S., & Shi, Y. (2021) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3411764.3445352 · Cited by 12 · see citing works
“or required interface layout modifcation, causing users to face a Parkinson’s disease causes multiple motor impairments such as potentially steep learning curve [47].”
BackgroundBahadori, F., Momtaz, Y. A., Shahboulaghi, F. M., & Zandieh, Z. (2024) · Educational Gerontology · doi:10.1080/03601277.2024.2397575 · Cited by 9 · see citing works
“The problems may be so serious that users refuse to use touch devices such as smartphones and tablets (Duff et al., 2010; Guerreiro et al., 2010; Irwin & Sesto, 2012; Zhong et al., 2015).”
BrushLens: Hardware Interaction Proxies for Accessible Touchscreen Interface Actuation
Liang, C., Iravantchi, Y., Krolikowski, T., Geng, R., Sample, A. P., & Guo, A. (2023) · ACM Symposium on User Interface Software and Technology (UIST) · doi:10.1145/3586183.3606730 · Cited by 9 · see citing works
“Accessible interface designs [64, 72] or ability-based personalized interfaces [21] also support varying abilities.”
Background“I just thought it was me”: How Smartphones Fail Users with Mild-to-Moderate Dexterity Differences
Bowman, M., Robinson, J., Buehler, E., & Kane, S. (2023) · The 25th International ACM SIGACCESS Conference on Computers and Accessibility · doi:10.1145/3597638.3608396 · Cited by 9 · see citing works
“Researchers have explored alternative ways of using a mobile device to overcome accessibility issues (e.g., [5, 25, 30]), although these sometimes require changes to the underlying operating system or even the hardware itself; often this means that these improvements stay as research concepts and…”
BackgroundStabilizing Graphically Extended Hand for Hand Tremors
(2018) · doi:10.1109/access.2018.2840101 · Cited by 9 · see citing works
“[4] enhanced the touching area of a smartphone through a descriptive target list mode.”
BackgroundTowards improving touchscreen input speed and accuracy on smartphones for tremor affected persons
Plaumann, K., Babic, M., Drey, T., Hepting, W., Stooß, D., & Rukzio, E. (2016) · Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct · doi:10.1145/2968219.2971396 · Cited by 8 · see citing works
“[12].”
Guerreiro, T., Carriço, L., & Rodrigues, A. (2019) · Web Accessibility · doi:10.1007/978-1-4471-7440-0_37
Nunes, E. P. D. S., Júnior, V. A. D. C., & Borges, L. C. L. D. F. (2018) · Lecture notes in computer science · doi:10.1007/978-3-319-92049-8_13 · Cited by 6 · see citing works
ScaleFix: An Automated Repair of UI Scaling Accessibility Issues in Android Applications
Alotaibi, A. S., Chiou, P., Tawsif, F. M., & Halfond, W. G. J. (2023) · IEEE International Conference on Software Maintenance (ICSM) · doi:10.1109/icsme58846.2023.00025 · Cited by 5 · see citing works
“Touch Guard [11] helps to enlarge the touch area to disambiguate the bounds between multiple targets.”
BackgroundVu, M. H., Wyman, J., & Grundy, J. (2022) · International Conference on Evaluation of Novel Approaches to Software Engineering · doi:10.5220/0010989900003176 · Cited by 4 · see citing works
“Designing apps to support people with tremor has been shown to be challenging (Zhong et al., 2015).”
BackgroundRogers, N., Wald, P. M., & Draffan, E. A. (2016) · doi:10.1145/2899475.2899504 · Cited by 3 · see citing works
“Zhong et al [9], aptly demonstrate the need for addressing ‘hand tremor’ when disambiguating between on screen Operating System (OS) menu items.”
BackgroundA Mobile App Supporting Exercise Adherence for People with Parkinson’s Disease
Upsahl, K., Vistven, A., Bergland, A., et al. (2018) · Lecture notes in computer science · doi:10.1007/978-3-319-94274-2_67 · Cited by 2 · see citing works
“The challenges experienced are mostly related to touchscreen gestures [13].”
BackgroundEnhancing Mobile Interaction for Individuals With Tremors via Optical See-Through Augmented Reality
Sun, Z., Zhou, R., Wang, K., & Li, Z. (2024) · IEEE Access · doi:10.1109/access.2024.3449880 · Cited by 1 · see citing works
“Zhong et al. [13] developed ‘‘Touch Guard,’’ an Android assistive service that can be integrated with any app to enlarge the touch interaction area.”
BackgroundVu, M. H., Wyman, J., Grundy, J., & Madugalla, A. K. (2023) · Communications in computer and information science · doi:10.1007/978-3-031-36597-3_13 · Cited by 2 · see citing works
A Comparative Study of Anti Tremor Devices
Somisetti, K., Jain, C., Chugh, A., et al. (2020) · doi:10.1109/icces48766.2020.9137943 · Cited by 1 · see citing works
“2015 Enhancing android accessibility Sensors used to detect vibrations Touch guards are used to sensing the vibrations and signals are sent to reduce the frequency [21].”
MethodRecruitment and EDI Challenges in NeuroIS Research: A Case for Mobile Research Infrastructure
Shamy, N. E., Hassanein, K., & Head, M. M. (2025) · Lecture notes in information systems and organisation · doi:10.1007/978-3-031-71385-9_12
Ramnath, M., & Yesubai Rubavathi, C. (2024) · PeerJ Computer Science · doi:10.7717/peerj-cs.2515
“Zhong et al. (2015) examine technological advancements aimed at enhancing the visual output on Android devices, which can have an indirect impact on accessibility by offering more distinct and fl exible visual material.”
Runtime Repair and Enhancement of Mobile App Accessibility
Zhang, X. (2019) · ResearchWorks at the University of Washington (University of Washington)
A Virtual Technology Aiding for Hand-Impaired Persons
Wang, K., & Sun, Z. Y. (2018) · International Joint Conference on Information, Media and Engineering (IJCIME) · doi:10.1109/icime.2018.00057
“The common methods are based on the measurement of hand tremors, and (1) adding vibration oppose to tremor in hand interactive objects to offset hand tremors [14], (2) adjusting the conformation or interface of objects to balance hand tremors [15] [16] [17], and (3) filtering the effect of hand tremors on interactive…”
MethodFacial Expression Recognition for Motor Impaired Users
Sehgal, K., Goel, S., & Jain, R. (2018) · Communications in computer and information science · doi:10.1007/978-981-10-8527-7_11
A mobile exercise app for users with Parkinson’s disease
Upsahl, K. (2018) · NORA - Norwegian Open Research Archives
- Authors
- Zhong, Y., Weber, A., Burkhardt, C., Weaver, P., & Bigham, J. P.
- Affiliations
- Google (United States) (US)
- University of Rochester (US)
- Venue
- Proceedings of the 12th International Web for All Conference
- Publisher
- ACM
- Published
- 2015-05-18
- Pages
- 1-10
- OpenAlex
- W2013557887
- Cited by
- 42
- References
- 37
- Citations by year
- 2025: 1 · 2024: 3 · 2023: 5 · 2022: 5 · 2021: 3 · 2020: 2 · 2019: 5 · 2018: 11 · 2017: 3 · 2016: 4
- FWCI
- 11.11
- Type
- conference paper
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- International Web for All Conference (W4A) (publishedVersion)
- Funders
- National Science Foundation (IIS-1149709)
- Alfred P. Sloan Foundation
- National Institute on Disability and Rehabilitation Research (H133A130057)
- Topics
- Social Sciences › Human Factors and Ergonomics › Digital Accessibility for Disabilities
- Health Sciences › Health Professions › Occupational Therapy › Assistive Technology in Communication and Mobility
- Physical Sciences › Computer Science › Human-Computer Interaction › Interactive and Immersive Displays
- Keywords
- hand tremor, motor impairment, touchscreen interaction, assistive technology, magnification, fine pointing
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