Background. The burden of maternal mortality in sub-Saharan Africa is enormous. In Ghana the maternal mortality ratio was 350 per 100,000 live births in 2010. Skilled birth attendance has been shown to reduce maternal deaths and disabilities, yet in 2010 only 68% of mothers in Ghana gave birth with skilled birth attendants. In 2005, the Ghana Health Service piloted an enhancement of its Community-Based Health Planning and Services (CHPS) program, training Community Health Officers (CHOs) as midwives, to address the gap in skilled attendance in rural Upper East Region (UER). The study determined the extent to which CHO-midwives skilled delivery program achieved its desired outcomes in UER among birthing women. Methods. We conducted a cross-sectional household survey with women who had ever given birth in the three years prior to the survey. We employed a two stage sampling techniques: In the first stage we proportionally selected enumeration areas, and the second stage involved random selection of households. In each household, where there is more than one woman with a child within the age limit, we interviewed the woman with the youngest child. We collected data on awareness of the program, use of the services and factors that are associated with skilled attendants at birth. Results. A total of 407 households/women were interviewed. Eighty three percent of respondents knew that CHO-midwives provided delivery services in CHPS zones. Seventy nine percent of the deliveries were with skilled attendants; and over half of these skilled births (42% of total) were by CHO-midwives. Multivariate analyses showed that women of the Nankana ethnic group and those with uneducated husbands were less likely to access skilled attendants at birth in rural settings. Conclusions. The implementation of the CHO-midwife program in UER appeared to have contributed to expanded skilled delivery care access and utilization for rural women. However, women of the Nankana ethnic group and uneducated men must be targeted with health education to improve women utilizing skilled delivery services in rural communities of the region.