TY - JOUR
T1 - A bespoke social network for deaf women in Ecuador to access information on sexual and reproductive health
AU - Robles-Bykbaev, Yaroslava
AU - Oyola-Flores, Christian
AU - Robles-Bykbaev, Vladimir Espartaco
AU - López-Nores, Martín
AU - Ingavélez-Guerra, Paola
AU - Pazos-Arias, José Juan
AU - Pesántez-Avilés, Fernando
AU - Ramos-Cabrer, Manuel
PY - 2019/10/17
Y1 - 2019/10/17
N2 - Many deaf women face the lack of numerous resources related to their personal development. The unavailability of proper information on Sexual and Reproductive Health (SRH), in particular, causes problems of sexually transmitted infections, unwanted pregnancy in adolescence, sexual violence, complications during pregnancy, etc. In response to this, we have created a social network that delivers SRH content (verified and validated by experts) to women with different degrees of hearing loss. The site features a recommender system that selects the most relevant pieces of content to deliver to each woman, driven by her individual preferences, needs and levels of knowledge on the different subjects. We report experiments conducted in Cuenca, Ecuador, between 2017 and 2018 with 98 volunteers from low-and middle-income settings, aiming to evaluate the quality and appeal of the contents, the coherence of the methodology followed to create them, and the effectiveness of the content recommendations. The positive results encourage the frequent creation of new content and the refinement of the recommendation logic as the cohort of users expands over time.
AB - Many deaf women face the lack of numerous resources related to their personal development. The unavailability of proper information on Sexual and Reproductive Health (SRH), in particular, causes problems of sexually transmitted infections, unwanted pregnancy in adolescence, sexual violence, complications during pregnancy, etc. In response to this, we have created a social network that delivers SRH content (verified and validated by experts) to women with different degrees of hearing loss. The site features a recommender system that selects the most relevant pieces of content to deliver to each woman, driven by her individual preferences, needs and levels of knowledge on the different subjects. We report experiments conducted in Cuenca, Ecuador, between 2017 and 2018 with 98 volunteers from low-and middle-income settings, aiming to evaluate the quality and appeal of the contents, the coherence of the methodology followed to create them, and the effectiveness of the content recommendations. The positive results encourage the frequent creation of new content and the refinement of the recommendation logic as the cohort of users expands over time.
KW - Deaf women
KW - Ecuadorian Sign Language
KW - Hearing loss
KW - Recommender system
KW - Sexual and Reproductive Health
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85073619479&origin=inward
UR - https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85073619479&origin=inward
UR - http://www.mendeley.com/research/bespoke-social-network-deaf-women-ecuador-access-information-sexual-reproductive-health
U2 - 10.3390/ijerph16203962
DO - 10.3390/ijerph16203962
M3 - Article
C2 - 31627417
SN - 1661-7827
VL - 16
JO - International Journal of Environmental Research and Public Health
JF - International Journal of Environmental Research and Public Health
IS - 20
M1 - 3962
ER -