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The Flatiron project aims to take all of this messy, unstructured data captured at every stage of the patient's interaction with care providers, and structure it so it too can be used for comparative analysis, alongside the data of millions of others.
Written informed consent of observed health care providers was sought and verbal consent was obtained from all pregnant women whose interaction with care providers was observed.
These mechanisms could include infections, nutritional factors and other mechanisms during the pregnancy that may predispose the infant to hypoxia because of placental damage [ 17] as well as factors related to the interaction with care in late pregnancy.
Lastly, an exploration of other determinants of maternal care utilisation among socio-economically vulnerable women, such as their personal interaction with care providers, could help explore other enabling factors or barriers to accessing maternal care [ 45].
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There are documented gaps in the education of low-income children -- for instance, in vocabulary and reading -- but research shows that the time young kids spend with technology takes them away from activities known to be educational -- hands-on creative play and interaction with caring adults.
However many people with high levels of mental distress are disadvantaged, either because care is not available to them in the right place and time, or because when they do access care their interaction with care-givers deters help-seeking or diverts it into forms that do not address their needs [ 9].
Many people with high levels of mental distress are disadvantaged either because care is not available to them at the right place and time, or because when they do access care their interaction with care-givers deters help-seeking or diverts it into forms that do not address their needs [ 3].
Although effectiveness evidence is a critical basis for quality improvement in mental health, many individuals with high levels of mental distress are disadvantaged because of poor access, either because care is not available, or because their interaction with care-givers deters or diverts help-seeking into ways that do not meet their mental health needs.
It is concerning that nursing students enter a four-week RACF clinical placement with negative attitudes towards both provision of resident care and interactions with care workers.
The field observations lasted three to four days (20 to 25 hours) and consisted of direct observations of the organizational structure and informal interactions with care workers.
Participants' experiences of their care during the birth were also influenced by the interpersonal interactions with care providers, in particular by caring and emotional support, and encouragement and reassurance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com