I am planning to implement a SMART+Mortality survey in an area that has had access issues owing to different administrative structures. Since I can't use the same enumerators as they can't be allowed to cross to other areas withing the 'district' I have to conduct three trainings, collect data differently then merge the datasets. I understand that the number of days for the recall period will vary. How much effect does this have on the CMR and U5MR?
Thanks
The fact that different survey subjects have different recall periods should not greatly affect the estimate of crude mortality rate or under 5 mortality ratio as long as the recall periods are not so widely different that different levels of recall bias are injected. Of course, another problem with widely different recall periods is that you are measuring mortality during different time periods in the same survey, so your survey estimate of mortality would be difficult to apply to the entire population. In addition, during data analysis you need to remember to calculate the correct number of time units in the different recall periods used in your survey sample.
In fact, theoretically, the recall period could be different for each group of survey subjects interviewed on the same day. Although the SMART recommendations recommend using the midpoint of data collection as the end of the recall period, it is easy to calculate a recall period for participating household by subtracting the date of the beginning of the recall period from the date of interview for that household. Then you merely sum the person-time units for each subject to get a total person-time for the entire survey sample.
Of course, if all of your survey subjects are from the same population and culture, the date at the beginning of the recall period should be the same for all survey subjects because that date should be a prominent holiday or other date well known in the population. The recall period should never be defined to the survey respondent as "90 days", "3 months", or some other arbitrary number of days. The SMART recommendations say that the beginning of the recall period "...could be a prominent date on the calendar, a religious festival day, a seasonal marker, or some other date of high relevance and common reference for the community." Because of the well-known psychological phenomenon called telescoping (see: https://en.wikipedia.org/wiki/Telescoping_effect), I strongly recommend that the beginning of the recall period always be such a prominent date and should never be some arbitrary number of days weeks or months in the past. For a slightly different discussion of measuring retrospective mortality in cross-sectional surveys, see page 42 ff. of the WFP publication "A Manual: Measuring and Interpreting Malnutrition and Mortality". It can be found at https://www.ennonline.net/attachments/924/45f6abc92.pdf.
Answered:
4 years agoDear colleagues, I have a question and I want its answer if possible,
The beginning of your recall period is July 14th (Independence Day) and your survey will take place from October 1st to 13th.
a) Determine the endpoint of the recall period.
b) What is the duration in days of the recall period?
Answered:
4 years agoThe endpoint of the recall period will depend upon when you collect the data. It will be sometime between October 1st and October 13th, You could calculate this for each of the households you sample and use the sum as the household specific durations. You may want to use a weighted average 9i.e. weighted by HH size). You could, simply, use the average of the two dates as the endpoint or use the midpoint of the first an last survey dates. In your example this will be 7th October.
The duration of recall in:
endpoint data - start date
You can calculate this in Excel.
Most statistical / data analysis systems will allow you to calculate the difference between two dates provide specify the variable as holding dates before you attempt the calaulation.
Here is a web-based calculator that you may find useful.
I hope this is of some help.
Answered:
4 years ago