Disparities in mobile phone access and maternal health service utilization in Nigeria: A population-based survey

BACKGROUND Mobile communication technologies may reduce maternal health disparities related to cost, distance, and infrastructure. However, the ability of mHealth initiatives to accelerate maternal health goals requires in part that women with the greatest health needs have access to mobile phones. OBJECTIVE This study examined if women with limited mobile phone access have differential odds of maternal knowledge and health service utilization as compared to female mobile phone users who are currently eligible to participate in maternal mHealth programs. METHODS Using household survey data from Nigeria, multivariable logistic regressions were used to examine the odds of maternal knowledge and service utilization by mobile phone strata. RESULTS Findings showed that in settings with unequal access to mobile phones, mHealth interventions may not reach women who have the poorest maternal knowledge and care-seeking as these women often lacked mobile connectivity. As compared to mobile users, women without mobile phone access had significantly lower odds of antenatal care utilization (OR=0.48, 95%CI: 0.36-0.64), skilled delivery (OR=0.56, 95%CI: 0.45-0.70), and modern contraceptive use (OR=0.50, 95%CI: 0.33-0.76) after adjusting for demographic characteristics. They also had significantly lower knowledge of maternal danger signs (OR=0.69, 95%CI: 0.53-0.90) and knowledge of antenatal (OR=0.46, 95%CI: 0.36-0.59) and skilled delivery care benefits (OR=0.62, 95%CI: 0.47-0.82). No differences were observed by mobile phone strata in uptake of emergency obstetric care, postnatal services, or breastfeeding. CONCLUSIONS As maternal mHealth strategies are increasingly utilized, more efforts are needed to improve women's access to mobile phones and minimize potential health inequities brought on by health systems and technological barriers in access to care.

[1]  Marcel Zeelenberg,et al.  Data analysis 2 , 2016 .

[2]  I. Rudan,et al.  Journal of Health Global , 2022 .

[3]  Robert Nguyen,et al.  Social disparities in internet patient portal use in diabetes: evidence that the digital divide extends beyond access , 2011, J. Am. Medical Informatics Assoc..

[4]  Chih-Liang Yaung,et al.  Vertical equity of healthcare in Taiwan: health services were distributed according to need , 2013, International Journal for Equity in Health.

[5]  David P. Miller,et al.  The Digital Divide at an Urban Community Health Center: Implications for Quality Improvement and Health Care Access , 2011, Journal of Community Health.

[6]  A. Storeygard,et al.  "Delivering" on the MDGs?: equity and maternal health in Ghana, Ethiopia and Kenya. , 2009, East African journal of public health.

[7]  S. Subramanian,et al.  Economic Inequalities in Maternal Health Care: Prenatal Care and Skilled Birth Attendance in India, 1992–2006 , 2010, PloS one.

[8]  Clara B. Aranda-Jan,et al.  Systematic review on what works, what does not work and why of implementation of mobile health (mHealth) projects in Africa , 2014, BMC Public Health.

[9]  Joseph R Betancourt,et al.  Bridging the digital divide in health care: the role of health information technology in addressing racial and ethnic disparities. , 2011, Joint Commission journal on quality and patient safety.

[10]  Arul Chib,et al.  Vulnerabilities in mHealth implementation: a Ugandan HIV/AIDS SMS campaign , 2013, Global health promotion.

[11]  Ann-Beth Moller,et al.  Trends in maternal mortality: 1990 to 2010. WHO UNICEF UNFPA and the World Bank estimates. , 2012 .

[12]  Cynthia Damba,et al.  Perceived barriers in accessing food among recent Latin American immigrants in Toronto , 2013, International Journal for Equity in Health.

[13]  P. Braveman,et al.  Defining equity in health , 2003, Journal of epidemiology and community health.

[14]  Leanne M. Currie,et al.  The digital divide: Trends in global mobile and broadband Internet access from 2000-2010 , 2012, Nursing Informatics.

[15]  W. Olatokun Availability, Accessibility and Use Of Icts By Nigerian Women Academics , 2007 .

[16]  J. Blumenstock,et al.  Divided We Call: Disparities in Access and Use of Mobile Phones in Rwanda , 2012 .

[17]  Kenneth Hill,et al.  Levels and trends in child mortality, 1990–2009 , 2010, The Lancet.

[18]  T. Ensor,et al.  “Can community level interventions have an impact on equity and utilization of maternal health care” – Evidence from rural Bangladesh , 2013, International Journal for Equity in Health.

[19]  Y. Kinfu,et al.  Mind the gap: equity and trends in coverage of maternal, newborn, and child health services in 54 Countdown countries , 2008, The Lancet.

[20]  New Zealand. Maternal mortality in 1990-2013 WHO, UNICEF, UNFPA, The World Bank, and United Nations Population Division Maternal Mortality Estimation Inter-Agency Group , 2013 .

[21]  F. Baum,et al.  Digital technology use among disadvantaged Australians: implications for equitable consumer participation in digitally-mediated communication and information exchange with health services. , 2012, Australian health review : a publication of the Australian Hospital Association.

[22]  H. Doctor,et al.  Bridging the Communication Gap: Successes and Challenges of Mobile Phone Technology in a Health and Demographic Surveillance System in Northern Nigeria , 2012, Online journal of public health informatics.

[23]  A. Muula,et al.  International Journal for Equity in Health Open Access Association between Maternal Use of Traditional Healer Services and Child Vaccination Coverage in Pont-sonde, Haiti , 2022 .