Data source | Nature of data | Issues |
---|---|---|
Household surveys (eg. Demographic and Health Surveys) | Provides household level data on utilization of private providers | Reliance on consumer recall for data on price, quality of services is problematic. |
Private providers registered with MOH | Regulatory databases | Informal providers typically not included. |
Only basic data on formal providers collected. | ||
While many LMICs have regulatory frameworks for HMIS, enforcement is often partial leading to incomplete or out-of-date information. | ||
Facility surveys (eg. Service Provision Assessment of DHS) | Survey of health facilities covering aspects such availability of services, staffing and resources, and actual services provided | Can include private providers but does not do so routinely. |
No regular roster of facility surveys established despite previous discussions among global actors about the importance of such information. | ||
Demographic surveillance sites (eg. Matlab, Bangladesh; Kintampo, Ghana) | Frequent, regular collection of household health data from surveillance sites, including care seeking behavior | INDEPTH (the society of LMIC surveillance sites) is still working on developing better linkages between such data and facility surveys. |
While some surveillance data have explored private sector utilization, there remains considerable scope to expand further. | ||
Data collected by payors such as insurance schemes | Typically encompasses data on patient characteristics, diagnosis, services provided, and price of care received | Partial coverage of health insurance schemes in low and middle income countries means that currently such databases typically cover only a small proportion of the population. Further data collected is designed to meet the needs of payors, rather than informing broader policy decisions. |
Financial flows (eg. PETS, NHA) | PETS track the flow of government finance through the health care system. NHA includes components that look at private sector financing and expenditure in the private sector | NHA is relatively well developed with respect to the private sector. PETS typically only cover private sector actors, when public funds flow to them. |
Routine Health Management Information systems | Routine data typically including health services data | Private providers typically not included, with the exception of notifiable diseases. Extent of enforcement of regulations on notifiable diseases is unclear. |
Financial data | Data on company revenues, capital, profitability. Companies and formal private providers typically report to government for tax reasons | Infrequently used in research or linked with other data sources. |