TY - JOUR
T1 - Exploring the Impact of Word Prediction Assistive Features on Smartphone Keyboards for Blind Users
AU - Alnfiai, Mrim M.
AU - Kabir, Ashad
PY - 2024/9/15
Y1 - 2024/9/15
N2 - Assistive technologies have been developed to enhance blind users’ typing performance, focusing on speed, accuracy, and effort reduction. One such technology is word prediction software, designed to minimize keystrokes required for text input. This study investigates the impact of word prediction on typing performance among blind users using an on-screen QWERTY keyboard. We conducted a comparative study involving eleven blind participants, evaluating both standard QWERTY input and word prediction-assisted typing. Our findings reveal that while word prediction slightly improves typing speed, it does not enhance typing accuracy and increases both physical and temporal workload compared to the default keyboard. We conclude with recommendations for improving word prediction systems, including more efficient editing methods and the integration of voice pitch variations to aid error recognition.
AB - Assistive technologies have been developed to enhance blind users’ typing performance, focusing on speed, accuracy, and effort reduction. One such technology is word prediction software, designed to minimize keystrokes required for text input. This study investigates the impact of word prediction on typing performance among blind users using an on-screen QWERTY keyboard. We conducted a comparative study involving eleven blind participants, evaluating both standard QWERTY input and word prediction-assisted typing. Our findings reveal that while word prediction slightly improves typing speed, it does not enhance typing accuracy and increases both physical and temporal workload compared to the default keyboard. We conclude with recommendations for improving word prediction systems, including more efficient editing methods and the integration of voice pitch variations to aid error recognition.
UR - http://www.scopus.com/inward/record.url?scp=85201893532&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85201893532&partnerID=8YFLogxK
U2 - 10.1016/j.heliyon.2024.e36653
DO - 10.1016/j.heliyon.2024.e36653
M3 - Article
C2 - 39263152
SN - 2405-8440
VL - 10
JO - Heliyon
JF - Heliyon
IS - 17
M1 - e36653
ER -