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Level-weights calculation [message #23718] Tue, 16 November 2021 23:11 Go to next message
Ugonna is currently offline  Ugonna
Messages: 22
Registered: June 2020
Member
Hello,

I'm trying to calculate and approximate level-weights for multilevel analysis using 2018 Nigeria Demographic and Health Survey, but the total number of households in the country and the average EA size (i.e. average number of households per cluster) are missing from the report.

Please how do I get these information.

Thank you.
Re: Level-weights calculation [message #23732 is a reply to message #23718] Thu, 18 November 2021 10:22 Go to previous messageGo to next message
Bridgette-DHS is currently offline  Bridgette-DHS
Messages: 2442
Registered: February 2013
Senior Member
Following is a response from DHS Senior Sampling Specialist, Mahmoud Elkasabi:

The calculations for the multilevel weights for Nigeria is a special case due to the lack of data about number of households. In the census frame only EA-population is available. Therefore the calculation based on the population not the households can be done as below.

**********************************************************************
* Stage A *** Compile parameters/inputs for Level-weights calculations
**********************************************************************
* a_c_h completed clusters by strata
gen a_c_h=.
quietly levelsof v022, local(lstrata)
quietly foreach ls of local lstrata {
tab v021 if v022==`ls', matrow(T)
scalar stemp=rowsof(T)
replace a_c_h=stemp if v022==`ls'
}
* A_h total number of census clusters by strata
gen A_h = 0
*Urban
replace A_h = 2452  if v022 == 3
replace A_h = 2006  if v022 == 1
replace A_h = 5492  if v022 == 5
replace A_h = 11715  if v022 == 7
replace A_h = 2008  if v022 == 9
replace A_h = 5126  if v022 == 11
replace A_h = 3949  if v022 == 13
replace A_h = 2820  if v022 == 15
replace A_h = 2761  if v022 == 17
replace A_h = 7798  if v022 == 19
replace A_h = 1955  if v022 == 21
replace A_h = 1657  if v022 == 23
replace A_h = 3053  if v022 == 25
replace A_h = 2293  if v022 == 27
replace A_h = 9529  if v022 == 29
replace A_h = 16957  if v022 == 31
replace A_h = 6874  if v022 == 33
replace A_h = 2621  if v022 == 35
replace A_h = 2548  if v022 == 37
replace A_h = 3090  if v022 == 39
replace A_h = 2106  if v022 == 41
replace A_h = 18409  if v022 == 43
replace A_h = 11911  if v022 == 45
replace A_h = 9774  if v022 == 47
replace A_h = 10006  if v022 == 49
replace A_h = 908  if v022 == 51
replace A_h = 2628  if v022 == 53
replace A_h = 1410  if v022 == 55
replace A_h = 9008  if v022 == 57
replace A_h = 7964  if v022 == 59
replace A_h = 12480  if v022 == 61
replace A_h = 9438  if v022 == 63
replace A_h = 23922  if v022 == 65
replace A_h = 7085  if v022 == 67
replace A_h = 8588  if v022 == 69
replace A_h = 19810  if v022 == 71
replace A_h = 22405  if v022 == 73
*Rural
replace A_h = 1138  if v022 == 4
replace A_h = 20850  if v022 == 2
replace A_h = 10354  if v022 == 6
replace A_h = 4556  if v022 == 8
replace A_h = 7211  if v022 == 10
replace A_h = 18319  if v022 == 12
replace A_h = 11930  if v022 == 14
replace A_h = 9988  if v022 == 16
replace A_h = 17124  if v022 == 18
replace A_h = 16288  if v022 == 20
replace A_h = 7539  if v022 == 22
replace A_h = 8943  if v022 == 24
replace A_h = 11870  if v022 == 26
replace A_h = 18900  if v022 == 28
replace A_h = 12263  if v022 == 30
replace A_h = 19402  if v022 == 32
replace A_h = 26442  if v022 == 34
replace A_h = 14020  if v022 == 36
replace A_h = 10231  if v022 == 38
replace A_h = 13942  if v022 == 40
replace A_h = 9463  if v022 == 42
replace A_h = 3498  if v022 == 44
replace A_h = 1977  if v022 == 46
replace A_h = 4223  if v022 == 48
replace A_h = 9567  if v022 == 50
replace A_h = 16205  if v022 == 52
replace A_h = 6379  if v022 == 54
replace A_h = 14912  if v022 == 56
replace A_h = 9201  if v022 == 58
replace A_h = 4829  if v022 == 60
replace A_h = 12381  if v022 == 62
replace A_h = 2123  if v022 == 64
replace A_h = 1502  if v022 == 66
replace A_h = 7408  if v022 == 68
replace A_h = 10667  if v022 == 70
replace A_h = 6097  if v022 == 72
replace A_h = 8701  if v022 == 74


* M_h average number of population per cluster by strata
gen M_h = 0
*Urban
replace M_h = 367  if v022 == 3
replace M_h = 231  if v022 == 1
replace M_h = 202  if v022 == 5
replace M_h = 138  if v022 == 7
replace M_h = 205  if v022 == 9
replace M_h = 182  if v022 == 11
replace M_h = 221  if v022 == 13
replace M_h = 278  if v022 == 15
replace M_h = 222  if v022 == 17
replace M_h = 178  if v022 == 19
replace M_h = 276  if v022 == 21
replace M_h = 214  if v022 == 23
replace M_h = 161  if v022 == 25
replace M_h = 197  if v022 == 27
replace M_h = 294  if v022 == 29
replace M_h = 231  if v022 == 31
replace M_h = 159  if v022 == 33
replace M_h = 190  if v022 == 35
replace M_h = 288  if v022 == 37
replace M_h = 186  if v022 == 39
replace M_h = 262  if v022 == 41
replace M_h = 184  if v022 == 43
replace M_h = 153  if v022 == 45
replace M_h = 234  if v022 == 47
replace M_h = 181  if v022 == 49
replace M_h = 132  if v022 == 51
replace M_h = 156  if v022 == 53
replace M_h = 283  if v022 == 55
replace M_h = 213  if v022 == 57
replace M_h = 229  if v022 == 59
replace M_h = 193  if v022 == 61
replace M_h = 189  if v022 == 63
replace M_h = 358  if v022 == 65
replace M_h = 264  if v022 == 67
replace M_h = 187  if v022 == 69
replace M_h = 132  if v022 == 71
replace M_h = 177  if v022 == 73
*Rural
replace M_h = 445  if v022 == 4
replace M_h = 182  if v022 == 2
replace M_h = 213  if v022 == 6
replace M_h = 164  if v022 == 8
replace M_h = 202  if v022 == 10
replace M_h = 165  if v022 == 12
replace M_h = 196  if v022 == 14
replace M_h = 240  if v022 == 16
replace M_h = 236  if v022 == 18
replace M_h = 171  if v022 == 20
replace M_h = 242  if v022 == 22
replace M_h = 217  if v022 == 24
replace M_h = 154  if v022 == 26
replace M_h = 207  if v022 == 28
replace M_h = 270  if v022 == 30
replace M_h = 282  if v022 == 32
replace M_h = 178  if v022 == 34
replace M_h = 197  if v022 == 36
replace M_h = 290  if v022 == 38
replace M_h = 194  if v022 == 40
replace M_h = 242  if v022 == 42
replace M_h = 226  if v022 == 44
replace M_h = 176  if v022 == 46
replace M_h = 234  if v022 == 48
replace M_h = 221  if v022 == 50
replace M_h = 233  if v022 == 52
replace M_h = 203  if v022 == 54
replace M_h = 167  if v022 == 56
replace M_h = 239  if v022 == 58
replace M_h = 292  if v022 == 60
replace M_h = 225  if v022 == 62
replace M_h = 290  if v022 == 64
replace M_h = 358  if v022 == 66
replace M_h = 254  if v022 == 68
replace M_h = 174  if v022 == 70
replace M_h = 133  if v022 == 72
replace M_h = 185  if v022 == 74


* m_c total number of completed households (added from the HR dataset)
* For Nigeria we use instead: number of de-jure population (hv012) from HR file
gen m_c= 186450
* M total number of households in country
* For Nigeria we use instead: number of population in frame
gen M = 140444528
* S_h households selected per stratum
*For Nigeria we use instead: population selected per stratum
gen S_h = 138

*gen DHS weight
gen DHSwt = v005 / 1000000
Re: Level-weights calculation [message #23734 is a reply to message #23732] Thu, 18 November 2021 15:51 Go to previous message
Ugonna is currently offline  Ugonna
Messages: 22
Registered: June 2020
Member
Hello Bridgette and Mahmoud Elkasabi,

Thank you so much for this. It's such a huge relief
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