Overview

This analysis is based on the township level information data of Myanmar Census 2014.We are interested in examining the difference of school attendance rates between the children with no disability and their counterparts with severe disability for the population of primary school age children (6-10 year old).

Using the REDATAM that is designed to extract data from Census, we constructed two data sets at township level that are representing the primary school attendance rates of our targeted groups of analysis — normal vs. severe disability of the primary school age population.

We computed state/regions’ attendance rates in each group from their total counts of school-attending children divided by the respective base populations, thus to be rendered as the weighted analysis.

The visualized charts and maps are produced to facilitate the interpretation of the results.The key data sets produced in our analytic project can be found on the Github repository.We also provided a couple of R-script documents that we used during the process for data arrangement and analyses. https://github.com/AungLwin25/Disability

Particular credits to our colleagues, Bjorn Gelders for formulating the framework of analysis, and Aung Lwin for kniting algorithms, wrangling data, computing statistics, and producing visuals. — UNICEF Myanmar, SPCRM

School attendance rates of primary school age children

Tables

Summary statistics

##  State/Region           Severe          Normal     
##  Length:15          Min.   :22.90   Min.   :62.75  
##  Class :character   1st Qu.:26.34   1st Qu.:81.45  
##  Mode  :character   Median :30.03   Median :83.03  
##                     Mean   :31.34   Mean   :81.70  
##                     3rd Qu.:35.83   3rd Qu.:84.47  
##                     Max.   :47.08   Max.   :88.03
Our interpretation:

When 75% of the townships had the school attendances of their primary school age children with no disability greater than 81%, in the three quarters of townships, their children counterparts in the same age group with severe disability had school attendance rates not more than 36%.

Attendance rates by State/region

## # A tibble: 15 × 3
##    `State/Region` Severe Normal
##    <chr>           <dbl>  <dbl>
##  1 Ayeyawady        36.7   83.0
##  2 Bago             26.7   85.0
##  3 Chin             47.1   87.0
##  4 Kachin           30.0   83.0
##  5 Kayah            35.0   88.0
##  6 Kayin            32.2   76.2
##  7 Magway           31.4   84.6
##  8 Mandalay         25.9   82.0
##  9 Mon              29.1   81.1
## 10 Nay Pyi Taw      24.2   84.3
## 11 Rakhine          39.1   81.8
## 12 Sagaing          29.8   84.3
## 13 Shan             22.9   62.7
## 14 Tanintharyi      36.6   83.2
## 15 Yangon           23.2   79.1
Our interpretation:

At the state/region level, very low school attendance rates were observed in the children with disability group. When Shan, Yangon, and Nay Pyi Taw had the lowest attendance rates in the severe disability group, Shan also had the lowest attendance rate of all in the normal group.

Visuals

Charts

Boxplot

Our interpretation:

The boxplots demonstrate the distribution of school attendance rates in each group.As we observe them, even the highest school attendance rate of townships in the children with severe disability group was far apart the lowest attendance rate of townships in the children with no disability group. The thin shape of the no disability group means their attendance rates of townships were roughly equal while the fat shape of the severe disability group indicates that they had wider variations in their attendance rates of townships.

Group bar

Our interpretation:

The comparison chart vividly illustrated the distinct difference between the children with disability and no disability.

Primary School Attendance rates
State/Region Severe Normal
Ayeyawady 36.7 83.0
Bago 26.7 85.0
Chin 47.1 87.0
Kachin 30.0 83.0
Kayah 35.0 88.0
Kayin 32.2 76.2
Magway 31.4 84.6
Mandalay 25.9 82.0
Mon 29.1 81.1
Nay Pyi Taw 24.2 84.3
Rakhine 39.1 81.8
Sagaing 29.8 84.3
Shan 22.9 62.7
Tanintharyi 36.6 83.2
Yangon 23.2 79.1
N.B. The NA values are on the children with disaiblity side that might also mean their being neglected status.

Maps

The following demonstrations are analytic findings for the children with severe disability group.

Distribution of School Attendance in Townships

Our interpretation:

The greener shades represent townships with higher attendance rates and the paler shades represent townships with lower attendance.We observed that Shan state is mostly pale except in a few townships. As for the whole Myanmar, the similar patterns around bordering areas suggest that there might be some systematic geographic effect for explaining the variations in school attendance rates of the children with disability.

Lowest 25% Townships in school attendance of CWD

Our interpretation:

Townships with the lowest attendance rates were concentrated in Shan. The central region and Kachin also had some concentrated townships with the lowest attendance rates.

Gender perspective:

Hypothesis: The female children’s school attendance rates of townships are not different from those of their male counterparts in the severe disability group.

Our interpretation:

In the graph, male and female counterparts are arranged as superimposed, not as being overlapped. At sight, the school attendance rates of boys and girls were roughly equal in the children with severe disability group. We will run the t-test in the next section to confirm this.

t-test between boys and girls having severe disability

t.test(mf2$value~mf2$variable)
## 
##  Welch Two Sample t-test
## 
## data:  mf2$value by mf2$variable
## t = 1, df = 639, p-value = 0.3
## alternative hypothesis: true difference in means between group Male and group Female is not equal to 0
## 95 percent confidence interval:
##  -0.862  3.264
## sample estimates:
##   mean in group Male mean in group Female 
##                 28.7                 27.5
Our interpretation:

The t-test result indicates that there was no difference between the school attendance rates between boys and girls in the children with severe disability group. Our hypothesis is not rejected.

Conclusion

The analytical results from Myanmar Census 2014 show that the children having severe disability were hugely lagging behind in their primary school attendance compared to those of the children with no disability.

Appendix:

1.Going subnational levels

Detect

Explore

2.Townships’ data table based on Census 2014 — Department of Population

Primary School Attendance rates
State/Region Census Township Male Severe Female
Severe 		Total Severe Male Normal Female Normal Total
Normal
Kachin HsinboST NA NA NA 80.3 82.6 81.4
Kachin Myitkyina 21.92 16.98 19.84 81.5 83.1 82.3
Kachin HsadoneST 33.33 50.00 40.00 82.9 81.3 83.0
Kachin KanpaiktiST NA 50.00 20.00 78.5 74.3 79.3
Kachin Waingmaw 36.36 55.88 44.87 87.6 90.0 88.0
Kachin Ingyanyan NA NA NA 64.5 68.3 68.3
Kachin ShinbwayyanST 50.00 NA 50.00 84.7 86.9 85.7
Kachin Tanaing 36.36 23.08 29.17 75.0 80.8 76.5
Kachin Chiphwe 33.33 NA 18.18 66.3 66.0 65.1
Kachin PanwaST NA NA NA 50.6 46.1 48.0
Kachin Hsotlaw 14.29 NA 14.29 70.4 72.2 68.9
Kachin HopinST 9.09 83.33 35.29 87.4 92.6 88.9
Kachin Mohnyin 21.74 20.00 20.83 90.3 92.8 90.8
Kachin Mogaung 26.09 53.33 36.84 89.8 92.8 91.3
Kachin Phakant 32.26 22.86 27.27 65.2 69.4 65.9
Kachin KamineST NA NA NA 78.4 76.6 79.0
Kachin Bhamo 29.55 31.25 30.26 80.8 81.7 81.5
Kachin MyohlaST NA NA NA 90.1 101.9 91.2
Kachin Shwegu 37.04 17.65 29.55 85.0 88.5 85.7
Kachin LwegeST NA NA NA 57.5 60.7 58.3
Kachin DotphoneyanST 40.00 NA 25.00 82.7 94.3 83.5
Kachin Momauk 25.00 NA 11.77 91.7 93.0 92.7
Kachin Mansi 52.63 18.75 37.14 82.5 84.0 82.4
Kachin Putao 72.00 45.00 60.00 91.8 92.6 92.2
Kachin Sumprabum NA NA NA 93.5 92.4 92.4
Kachin Machanbaw 28.57 33.33 30.00 92.5 96.8 93.0
Kachin PannandinST NA NA NA 81.4 82.1 78.7
Kachin Naungmoon 50.00 NA 50.00 96.4 97.7 96.5
Kachin Khaunglanphoo NA NA NA 94.2 93.4 93.4
Kayah Loikaw 34.29 52.00 41.67 87.2 88.1 88.2
Kayah Dimawso 45.45 37.50 40.00 91.6 92.3 91.9
Kayah Phruso 25.00 30.00 27.78 83.3 82.5 82.6
Kayah Shardaw 40.00 NA 40.00 84.0 80.4 84.5
Kayah Bawlakhe NA NA NA 81.8 83.8 85.0
Kayah YwathitST NA NA NA 76.1 88.1 82.6
Kayah Parsaung NA 66.67 33.33 79.5 80.6 82.3
Kayah Meisi NA NA NA 84.7 87.1 88.3
Kayin Hpaan 29.17 31.58 30.34 81.5 84.7 83.1
Kayin PaingkyonST 27.03 45.16 35.29 58.7 61.6 61.6
Kayin Shan YwathitST 11.11 NA 10.00 29.7 31.5 33.4
Kayin Hlaingbwe 34.15 34.21 34.18 76.2 80.1 79.0
Kayin Pharpon 55.56 33.33 50.00 75.7 73.6 78.2
Kayin KamamaungST 46.15 33.33 40.91 74.4 77.0 76.3
Kayin BawgaliST 60.00 20.00 40.00 70.3 73.7 72.1
Kayin LeikthoST 59.52 59.09 59.38 87.2 90.9 88.3
Kayin Thandaunggyi 33.33 16.67 25.00 88.5 88.5 89.6
Kayin Myawady 29.27 9.68 20.83 74.8 79.7 76.7
Kayin WawlaymyaingST 50.00 33.33 40.00 68.6 76.8 71.4
Kayin SugaliST 33.33 NA 16.67 59.0 67.2 59.9
Kayin Kawkareik 27.85 33.33 30.41 78.4 79.9 80.3
Kayin Kyarinseikkyi 28.57 19.05 23.81 71.0 71.8 72.9
Kayin PayarthonezuST 36.21 39.39 37.36 66.7 67.9 69.5
Kayin KyaidonST 20.69 22.22 21.28 51.6 51.8 54.2
Chin RihkhuadalST NA NA NA 95.4 89.7 95.8
Chin Falam 66.67 37.50 55.81 93.1 94.4 93.4
Chin HaKa 33.33 31.25 32.00 91.0 89.5 92.0
Chin Thantlang 47.06 33.33 39.47 86.7 90.7 87.7
Chin Tedim 43.48 27.27 35.56 89.2 90.1 89.6
Chin CikhaST 60.00 83.33 72.73 86.0 90.6 85.1
Chin Tonzaung 71.43 54.55 64.00 83.2 85.4 84.6
Chin Mindat 27.27 38.46 31.43 86.0 86.8 86.5
Chin ReazuST 63.64 60.71 62.30 82.9 81.6 84.4
Chin Matupi 51.61 59.46 55.88 88.3 87.9 87.9
Chin Kanpalet 40.00 33.33 37.04 87.1 87.4 87.8
Chin Paletwat 44.12 52.38 48.68 81.8 86.1 80.1
Chin SamiST 7.69 30.77 19.23 79.2 86.9 78.9
Sagaing Sagaing 24.44 32.26 28.97 71.9 74.6 74.6
Sagaing Myinmu 17.65 9.09 12.82 79.9 81.1 81.7
Sagaing Myaung 10.00 27.27 16.13 77.9 80.6 81.0
Sagaing Shwebo 15.91 21.43 18.61 77.5 79.2 79.3
Sagaing KyaukmyaungST 37.50 50.00 40.00 81.5 82.0 83.0
Sagaing Khin U 28.57 33.33 30.23 84.0 86.5 85.3
Sagaing Wetlet 13.33 10.53 12.24 84.4 86.1 86.0
Sagaing Kambalu 45.45 26.79 36.88 84.0 85.5 84.8
Sagaing Kyunhlau 30.43 21.43 27.03 89.0 89.1 89.8
Sagaing Ye U 27.27 32.00 29.31 84.6 87.6 86.3
Sagaing Depayin 13.89 11.54 12.90 85.0 85.3 86.5
Sagaing Tasei 42.86 35.13 39.53 88.3 89.5 90.0
Sagaing Monywa 20.88 28.57 23.57 73.9 75.1 76.0
Sagaing Butalin 18.18 25.00 21.05 87.8 88.6 89.4
Sagaing Ayartaw 25.00 39.29 31.67 86.4 88.6 88.2
Sagaing Chaung Oo 37.50 37.50 37.50 77.0 79.8 80.8
Sagaing Yinmarpin 21.21 35.00 28.77 89.6 90.0 90.1
Sagaing Kani 41.46 31.58 36.71 89.2 89.8 89.8
Sagaing Salingyi 34.78 30.43 32.61 78.3 80.3 81.2
Sagaing Palae 34.48 32.14 33.33 85.3 84.3 86.8
Sagaing Katha 36.36 24.00 31.03 87.2 91.1 88.4
Sagaing Indaw 33.33 19.05 26.67 88.5 91.7 89.1
Sagaing Tigyaing 18.18 46.15 33.33 82.8 83.8 84.1
Sagaing Banmauk 32.14 18.75 25.00 90.1 93.5 90.7
Sagaing Kawlin 31.58 23.81 28.81 87.2 89.4 88.1
Sagaing Wuntho 61.11 14.29 40.62 88.3 90.0 88.4
Sagaing Pinlebu 38.89 40.00 39.39 87.1 87.3 87.1
Sagaing Kalay 31.71 27.69 29.93 86.9 87.9 87.2
Sagaing Kalewa 36.84 14.29 30.77 91.6 93.8 92.0
Sagaing Mingin 50.00 23.53 36.36 89.9 92.4 90.0
Sagaing Tamu 23.08 NA 13.64 89.6 90.6 89.8
Sagaing MyothitST 57.14 33.33 46.15 93.3 98.2 94.2
Sagaing KhampatST 33.33 28.57 30.77 86.7 87.6 87.1
Sagaing Mawlaik 42.86 33.33 37.50 89.5 90.6 89.6
Sagaing Phaungpyin 51.85 47.62 50.00 88.8 91.5 89.5
Sagaing Hkamti 46.15 20.00 38.89 80.7 86.1 82.7
Sagaing Homalin 29.51 34.21 31.31 80.8 82.0 81.8
Sagaing Leshi 42.86 20.00 33.33 83.3 74.0 82.7
Sagaing MobainglukST NA NA NA 92.9 94.0 91.0
Sagaing SonemaraST NA NA NA 88.1 78.9 88.9
Sagaing Lahe 28.57 36.36 33.33 41.2 41.1 38.1
Sagaing HtanparkwayST NA NA NA 68.6 74.7 70.9
Sagaing Nanyun NA NA NA 70.9 75.3 72.0
Sagaing PansaungST 50.00 40.00 46.15 70.4 73.1 69.0
Sagaing DonheeST NA NA NA 54.9 55.9 49.6
Tanintharyi MyittaST 50.00 58.33 54.17 74.3 73.2 76.5
Tanintharyi Dawei 27.59 35.71 31.58 78.7 80.5 79.7
Tanintharyi Lounglon 27.27 48.28 37.10 85.2 87.6 86.4
Tanintharyi Thayetchaung 42.00 32.50 37.78 86.4 93.1 86.7
Tanintharyi Yebyu 27.27 46.88 38.89 84.4 88.9 85.3
Tanintharyi KaleinaungST NA 100.00 25.00 76.2 82.4 78.4
Tanintharyi Myeik 29.87 27.54 28.77 84.5 87.4 85.5
Tanintharyi Kyunsu 37.70 52.46 45.08 80.6 80.5 81.4
Tanintharyi PalaukST 54.55 27.78 42.50 86.8 89.4 87.6
Tanintharyi Palaw 40.43 42.86 41.46 86.8 90.4 87.7
Tanintharyi Tanintharyi 40.28 34.69 38.02 83.1 88.3 84.0
Tanintharyi Kawthoung 20.00 35.29 26.19 79.3 80.3 80.5
Tanintharyi Khamaukgyi 16.67 NA 8.33 61.2 63.8 61.5
Tanintharyi Bokepyin 30.00 22.22 25.00 71.3 70.7 72.6
Tanintharyi KarathuriST 75.00 44.44 53.85 83.7 86.2 84.7
Tanintharyi Pyigyimandaing 42.86 12.50 26.67 77.4 83.8 79.0
Bago Bago 20.72 18.18 19.52 84.2 86.0 84.9
Bago Tanatpin 23.81 22.73 23.44 85.5 85.6 86.8
Bago Kawa 29.31 33.33 31.00 89.5 93.3 90.2
Bago Waw 22.41 30.23 25.74 86.6 90.5 88.1
Bago Nyaunglebin 11.90 20.00 16.50 87.4 90.9 87.7
Bago Kyauktaga 24.56 18.75 21.91 85.1 88.5 85.4
Bago Daik U 9.68 22.22 17.11 86.1 86.5 87.2
Bago Shwegyin 37.78 34.62 36.62 84.6 87.9 85.6
Bago Toungoo 18.75 18.87 18.80 81.1 83.0 81.6
Bago Yaedashe 29.69 30.91 30.25 83.8 85.6 85.1
Bago Kyaukkyi 28.89 36.59 32.56 82.2 83.5 83.2
Bago Pyu 34.67 19.36 27.74 84.4 85.6 85.0
Bago Oatwin 29.23 21.95 26.41 84.0 82.9 85.1
Bago Htantapin 25.00 30.56 27.63 86.4 89.8 87.3
Bago Pyay 29.55 13.16 21.95 80.7 80.9 81.4
Bago Paukkhaung 22.22 26.92 24.19 81.5 81.4 82.1
Bago Padaung 29.17 18.75 25.00 83.7 85.5 84.0
Bago Paunde 32.00 13.04 22.92 77.9 79.9 77.2
Bago Thegon 20.00 16.67 18.75 84.4 87.5 84.9
Bago Shwedaung 42.31 37.50 40.48 83.7 85.1 84.2
Bago Tharyarwaddy 36.73 27.50 32.58 85.5 83.0 86.3
Bago Letpadan 45.00 29.41 36.26 83.5 84.4 84.1
Bago Minhla 30.30 42.10 34.62 85.2 87.3 85.5
Bago Okpo 31.58 31.25 31.43 84.1 85.1 84.6
Bago Zigon 26.67 25.00 25.93 82.8 87.6 82.3
Bago Nattalin 25.00 25.00 25.00 78.2 78.5 78.9
Bago Monyo 45.83 36.00 40.82 87.3 86.3 87.6
Bago Gyobingauk 45.83 40.91 43.48 81.3 83.2 81.2
Magway Magway 22.22 20.00 21.26 79.2 81.0 81.3
Magway Yenangyoung 27.27 28.12 27.78 87.2 87.8 87.4
Magway Chauk 34.88 33.33 34.25 86.4 85.1 86.8
Magway Taungdwingyi 12.90 21.43 16.95 80.8 83.7 83.1
Magway Myothit 27.91 18.92 23.75 84.1 83.4 86.1
Magway Natmauk 31.25 26.92 29.00 84.7 85.4 87.4
Magway Minbu 24.32 26.53 25.58 76.8 77.4 78.5
Magway Pwint Phyu 24.07 10.53 18.48 81.2 83.2 82.9
Magway Ngape 33.33 9.09 24.14 81.7 82.1 82.7
Magway Salin 39.29 46.15 42.10 83.1 82.8 83.8
Magway Saytottara 25.00 33.33 31.25 90.8 87.3 91.4
Magway Thayet 30.43 16.67 24.39 81.7 84.2 82.1
Magway Minhla 41.18 17.39 31.58 75.5 75.3 76.0
Magway Mindon 27.78 20.00 26.09 81.9 85.5 82.9
Magway Kamma 21.05 29.17 25.58 80.3 80.9 80.5
Magway Aunglan 34.85 37.50 35.97 78.6 79.1 79.3
Magway Sinpaungwe 44.74 41.67 43.24 85.6 87.1 86.6
Magway Pakokku 27.78 38.23 32.86 82.9 82.2 83.6
Magway Yesagyo 27.66 27.03 27.38 85.9 85.5 87.2
Magway Myaing 43.08 30.26 36.17 89.5 89.3 90.3
Magway Pauk 53.75 41.77 47.80 90.3 90.6 90.6
Magway Seikphyu 34.29 31.58 33.33 88.2 86.1 88.7
Magway Gangaw 26.67 34.48 30.51 84.4 81.4 84.9
Magway Htilin 41.67 72.73 56.52 87.7 84.4 87.0
Magway Saw 16.67 41.67 29.17 83.2 83.9 83.0
Magway KyaukhtuST 30.77 46.15 38.46 88.8 90.7 88.8
Mandalay Aungmyetharzan 18.75 17.86 18.33 71.3 73.1 72.2
Mandalay Chanayeharzan 21.05 36.36 26.67 71.5 76.2 72.9
Mandalay Mahaaungmye 27.78 20.00 25.00 75.8 81.1 77.0
Mandalay Chanmyatharzi 28.20 13.16 20.78 75.6 77.4 76.5
Mandalay Pyigyidagun 20.51 25.00 22.54 77.0 80.6 78.9
Mandalay Amarapura 26.41 17.07 22.34 78.8 81.5 80.1
Mandalay Patheingyi 19.44 28.89 24.69 73.9 78.2 75.9
Mandalay Pyin Oo Lwin 22.50 24.14 23.19 77.7 82.4 79.4
Mandalay Madaya 19.23 27.27 23.36 77.7 77.0 79.7
Mandalay Sinku 43.33 38.46 40.58 80.5 83.0 82.4
Mandalay Mogok 36.67 25.00 31.48 85.0 89.0 86.6
Mandalay Thabeikkyin 25.93 28.00 26.92 80.5 83.5 82.4
Mandalay Tagaung 22.22 25.00 23.53 76.0 76.3 78.2
Mandalay Kyaukse 34.04 21.57 27.55 82.0 84.4 83.5
Mandalay Singaing 13.89 19.23 16.13 78.8 80.8 80.6
Mandalay Myitthar 29.03 7.41 18.97 82.0 84.2 84.0
Mandalay Tada U 13.64 18.75 15.79 77.5 82.1 81.2
Mandalay Myingyan 22.54 19.61 21.31 77.4 79.7 78.8
Mandalay Taungtha 14.29 28.26 20.59 85.3 87.5 87.3
Mandalay Natogyi 22.22 8.33 16.67 83.6 85.1 85.4
Mandalay Kyaukpadaung 20.37 20.83 20.59 87.2 88.2 88.7
Mandalay Ngazun 16.00 15.79 15.91 80.2 81.6 83.4
Mandalay Nyaung U 41.38 24.32 31.82 85.4 91.2 86.1
Mandalay Ngathayauk 60.53 63.64 61.97 88.1 91.9 89.0
Mandalay Yamethin 35.00 33.82 34.46 81.3 83.3 83.7
Mandalay Pyawbwe 26.09 28.57 27.27 82.8 85.3 85.8
Mandalay Meiktila 30.91 20.69 25.66 82.2 83.3 85.1
Mandalay Mahlaing 26.67 37.50 31.48 82.5 85.4 84.9
Mandalay Thazi 35.00 15.22 24.42 82.0 83.9 85.4
Mandalay Wundwin 33.33 19.44 27.16 80.8 81.9 83.4
Mon Mawlamyine 13.46 17.39 15.31 79.5 84.0 79.9
Mon Kyaikemaraw 21.15 30.43 25.51 79.4 82.1 80.5
Mon Chaungzon 31.03 20.00 25.93 82.2 84.4 83.2
Mon Thanbyuzayat 25.49 18.18 22.11 80.1 82.1 81.2
Mon Mudon 17.39 10.81 14.46 81.4 85.6 82.2
Mon Ye 38.89 35.29 37.14 81.5 87.1 82.5
Mon Khawzar 40.00 33.33 36.36 77.3 89.0 79.5
Mon Lamine 30.00 13.33 22.86 81.7 82.7 83.3
Mon Thaton 28.95 29.51 29.20 78.5 82.0 79.8
Mon Paung 20.83 29.41 25.25 79.9 83.9 80.9
Mon Kyaikto 31.15 41.18 35.71 78.4 80.3 79.9
Mon Bilin 46.67 38.52 42.29 80.1 83.3 81.7
Rakhine Sittway 29.17 33.33 31.11 73.3 79.8 74.0
Rakhine Ponnagyun 26.92 42.31 34.62 84.9 87.9 85.4
Rakhine Myauk U 50.00 47.83 49.15 82.4 86.5 82.5
Rakhine Kyauktaw 34.69 33.33 34.15 81.5 83.3 81.7
Rakhine Minbya 32.69 37.21 34.74 81.1 81.1 81.3
Rakhine Myebon 46.94 48.00 47.48 88.3 89.7 88.0
Rakhine Pauktaw 42.86 37.93 40.35 77.9 79.6 78.6
Rakhine Yethedaung 42.00 40.91 41.49 83.3 87.7 84.1
Rakhine TaungpyoletweST 100.00 NA 50.00 72.6 67.5 65.6
Rakhine Maungtaw 35.71 27.27 30.56 63.6 66.7 60.7
Rakhine Buthidaung 22.73 25.00 23.53 71.4 71.9 70.2
Rakhine Kyaukpyu 43.59 60.00 51.35 84.7 86.1 84.8
Rakhine Mannaung 33.33 62.50 47.06 83.6 88.5 84.6
Rakhine Yanbye 56.52 52.94 55.00 85.6 89.7 86.5
Rakhine An 39.29 27.91 32.39 81.1 84.8 81.0
Rakhine Thandwe 9.52 28.57 20.41 82.0 85.5 81.7
Rakhine MaeiST 36.36 22.22 30.00 83.8 91.3 84.4
Rakhine Toungup 35.29 47.83 40.35 84.4 85.5 84.6
Rakhine Gwa 21.05 36.84 28.95 82.0 83.3 84.0
Rakhine KyeintaliST 25.00 45.45 40.00 78.5 74.7 81.0
Yangon Insein 12.50 29.17 20.83 78.3 83.2 78.5
Yangon Mingaladon 15.25 20.83 17.76 76.9 79.9 77.3
Yangon Hmawby 19.05 21.05 20.00 80.2 81.1 80.9
Yangon Hlegu 25.86 24.56 25.22 78.4 81.8 79.1
Yangon Taikkyi 24.00 26.87 25.35 82.1 85.9 82.1
Yangon Htantabin 40.54 32.14 36.92 82.6 88.4 83.4
Yangon Shwepyitha 23.81 18.87 21.55 78.0 80.6 78.9
Yangon Hlinethaya 21.61 22.86 22.18 75.8 77.2 75.9
Yangon Thingangyun 23.08 11.11 18.18 76.8 81.0 78.0
Yangon Yankin 16.67 NA 12.50 82.6 85.4 81.6
Yangon South Okkalapa 12.50 15.79 14.29 78.5 82.5 79.1
Yangon North Okkalapa 14.93 8.82 12.87 77.8 81.9 78.6
Yangon Thakayta 20.00 22.22 20.97 75.6 80.9 77.1
Yangon Dawbon 18.75 36.36 25.93 80.7 80.9 80.4
Yangon Tamway 26.67 25.00 25.93 74.4 77.7 74.5
Yangon Pazuntaung NA NA NA 69.8 69.1 69.7
Yangon Botahtaung NA NA NA 72.7 74.7 73.3
Yangon Dagon MyothitSouth 24.24 32.69 27.97 79.0 81.5 79.3
Yangon Dagon MyothitNorth 29.63 16.67 23.53 80.9 83.0 80.7
Yangon Dagon MyothitEast 27.91 25.00 26.58 79.7 81.6 80.3
Yangon Dagon MyothitSeik 33.33 26.67 30.16 77.6 82.9 78.0
Yangon Mingala Taungnyunt 23.81 16.67 21.21 73.2 74.5 74.0
Yangon Thanlyin 18.75 27.03 22.35 77.7 79.9 77.1
Yangon TadaST 18.18 18.18 18.18 77.8 78.5 77.5
Yangon Kyauktan 40.00 24.00 32.00 81.2 81.8 80.1
Yangon Thongwa 21.28 21.62 21.43 81.5 84.3 82.0
Yangon Khayan 25.00 34.29 29.11 82.5 86.9 83.9
Yangon Twantay 25.86 17.65 22.02 84.1 84.7 85.0
Yangon Kawhmu 21.95 23.33 22.54 86.6 88.4 87.9
Yangon Kungyangon 31.11 42.42 35.90 87.2 90.4 88.1
Yangon Dala 19.44 25.81 22.39 79.5 83.1 79.5
Yangon SeikkyiKhanaungto 23.08 20.00 21.74 87.3 90.3 88.3
Yangon Cocogyun NA NA NA 84.6 110.0 80.4
Yangon Kyauktada NA NA NA 70.2 73.7 71.1
Yangon Pabedan NA NA NA 69.3 71.3 69.5
Yangon Lanmadaw NA NA NA 65.9 59.8 67.1
Yangon Latha NA 33.33 20.00 62.2 64.1 61.0
Yangon Ahlon 28.57 NA 18.18 73.9 75.8 73.2
Yangon Kyimyindine 15.79 7.14 12.12 78.9 82.5 79.2
Yangon Sangyoung NA NA NA 72.7 74.8 73.8
Yangon Hline 21.43 35.71 28.57 69.5 75.6 70.7
Yangon Kamayut 50.00 33.33 42.86 75.4 77.9 76.0
Yangon Mayangon 30.77 19.23 26.15 74.7 82.0 76.1
Yangon Dagon 33.33 NA 25.00 87.0 84.9 86.3
Yangon Bahan 66.67 33.33 41.67 65.4 65.4 67.0
Yangon Seikkan NA NA NA 72.5 79.5 82.4
Shan KyauktalongyiST 38.46 40.00 39.29 84.2 82.9 88.2
Shan Taunggyi 18.06 23.21 20.31 79.7 82.0 81.9
Shan Nyaungshwe 34.92 34.38 34.74 85.7 88.5 86.7
Shan Hopon 33.33 NA 25.00 73.4 73.0 77.0
Shan Hsihseng 30.77 22.86 26.23 74.0 72.2 78.8
Shan Kalaw 25.93 34.38 30.51 78.2 82.1 81.2
Shan Pindaya 20.83 38.46 27.03 83.1 84.4 87.0
Shan Ywarngan 25.00 50.00 33.33 80.0 82.4 83.2
Shan IndawST NA 35.71 23.81 61.1 59.0 65.2
Shan Yatsauk 27.27 41.03 33.73 82.5 82.3 85.3
Shan NaungtayarST 39.13 20.83 29.79 78.9 76.3 82.8
Shan Pinlaung 32.00 64.52 50.00 86.8 85.8 88.0
Shan Phekon 53.85 45.45 50.82 88.2 91.9 88.6
Shan PanglongST 25.00 NA 12.50 60.2 62.6 64.5
Shan Loilem 12.50 33.33 21.43 72.1 72.1 75.0
Shan Lechar NA 50.00 20.00 54.1 52.5 57.6
Shan KholanST 20.00 20.00 20.00 41.3 43.2 44.7
Shan NanhsamSouth 7.14 NA 4.76 62.0 65.9 64.5
Shan KarliST 66.67 NA 66.67 42.3 44.5 44.4
Shan Kunhing 33.33 28.57 30.00 49.4 49.0 54.3
Shan MinenaungST 16.67 20.00 18.18 39.0 36.3 43.2
Shan Kehsi 21.43 14.29 19.05 33.2 31.2 40.0
Shan Mongkai 30.77 35.71 33.33 40.5 40.1 43.5
Shan MinesanMonsanST 25.00 NA 16.67 51.6 53.3 52.6
Shan Mineshu 28.57 16.67 23.08 43.3 42.9 48.3
Shan HomaneST 50.00 NA 25.00 26.0 24.3 25.4
Shan Linkhe NA NA NA 63.9 67.6 66.9
Shan Mone 8.33 50.00 22.22 50.2 52.0 56.7
Shan KengtaungST 50.00 50.00 50.00 62.4 62.4 65.6
Shan Maukme 30.00 100.00 36.36 41.3 40.5 48.1
Shan Minepan 16.67 25.00 20.00 50.6 53.7 52.1
Shan Lashio 25.00 21.43 23.26 67.0 69.9 69.0
Shan Theinni 14.29 NA 11.11 66.4 67.3 68.5
Shan Mineye 30.00 7.69 17.39 32.8 30.8 39.0
Shan Tantyan 31.03 23.08 28.57 34.7 34.9 36.9
Shan ManKanST 100.00 NA 100.00 41.6 39.4 47.0
Shan Pan SanPan Kham 4.00 NA 2.38 29.2 30.6 29.8
Shan Naphang NA 10.53 5.88 31.7 33.2 30.4
Shan Panwine 13.01 10.79 11.93 34.0 34.5 33.4
Shan Minemaw 28.57 28.57 28.57 41.9 44.1 40.6
Shan PansaiKyuKuteST NA NA NA 77.0 81.5 78.7
Shan MuSe 28.57 41.67 34.62 74.3 78.1 75.0
Shan ManheroST NA NA NA 44.4 47.8 43.8
Shan MonekoeST 50.00 NA 33.33 47.3 51.0 47.0
Shan Namkham 10.00 33.33 17.24 74.0 72.9 75.3
Shan TamoenyeST 23.53 20.00 22.22 61.8 61.8 61.4
Shan Kukai 44.44 40.00 42.10 76.9 78.0 78.0
Shan Kyukme 9.09 15.00 11.90 69.2 69.8 74.1
Shan MinengawST NA NA NA 59.5 57.7 64.4
Shan MinelonST 33.33 11.11 16.67 62.1 61.7 68.9
Shan Naungkhio 22.73 34.29 27.85 72.6 74.3 76.2
Shan Hsipaw 17.24 9.52 14.00 54.5 55.9 59.3
Shan Namtu 33.33 13.33 20.83 67.1 66.9 72.7
Shan NamsanNorth 32.00 28.57 30.77 81.1 78.3 81.9
Shan Momeik 30.77 42.86 35.00 75.1 78.7 77.9
Shan Mabane 50.00 33.33 40.00 77.5 82.9 78.6
Shan Manton 42.86 66.67 53.85 73.4 70.0 75.3
Shan Kunlon 31.25 20.00 28.57 43.7 47.7 44.5
Shan Hopan 22.22 9.09 15.00 46.8 49.9 48.1
Shan PanlonST NA NA NA 47.6 50.0 53.8
Shan ChinshwehawST 50.00 NA 50.00 62.9 67.6 63.6
Shan Laukine 20.00 20.00 20.00 63.0 66.0 62.0
Shan Kongyan 20.00 40.00 30.00 39.4 39.5 38.1
Shan MawhtikeST 33.33 NA 25.00 49.3 51.0 48.3
Shan Makman NA 20.00 7.69 26.1 27.9 28.6
Shan Kengtung 17.78 8.00 14.29 56.4 59.4 58.9
Shan Minekat 10.00 NA 7.14 11.9 12.1 13.0
Shan Mine PaukST 20.00 11.11 15.79 36.2 37.7 36.4
Shan Mineyan NA 8.33 5.88 26.8 28.2 29.2
Shan Minelar 33.33 33.33 33.33 35.7 36.3 37.7
Shan Minesat 18.52 8.70 14.00 45.8 46.9 46.1
Shan MinekokeST NA NA NA 21.2 22.5 22.0
Shan Minepyin 12.50 NA 6.45 31.3 32.1 33.2
Shan TontarST 14.29 NA 7.69 29.8 30.1 31.1
Shan PonparkyinST 16.13 54.55 26.19 48.3 49.7 49.7
Shan Minetung NA NA NA 47.9 49.2 49.8
Shan MonehtaST 33.33 NA 14.29 50.2 51.4 48.6
Shan TalayST 100.00 25.00 40.00 67.3 65.2 70.1
Shan Tachileik 16.67 5.88 11.43 64.3 67.9 66.3
Shan KenglatST NA NA NA 64.1 62.2 68.8
Shan Minephyat 10.00 NA 5.88 59.1 63.6 64.4
Shan MineyuST 20.00 17.65 18.92 40.6 42.0 40.6
Shan Mineyaung 40.00 20.00 30.00 60.4 57.7 66.6
Ayeyawady Pathein 28.43 32.00 29.94 78.2 81.6 78.7
Ayeyawady NgwehsaungST 30.77 7.14 18.52 71.7 68.7 72.7
Ayeyawady ShwethaungyanST 47.06 16.67 34.48 72.9 70.4 73.7
Ayeyawady Kangyidaunt 25.86 30.61 28.04 84.1 85.1 84.1
Ayeyawady Thapaung 36.36 39.22 37.61 84.7 86.8 85.2
Ayeyawady HainggyikyunST 40.00 38.71 39.51 82.8 83.5 83.6
Ayeyawady NgayokaungST NA 37.50 21.43 84.4 85.8 83.8
Ayeyawady Ngaputaw 32.26 30.00 31.15 82.6 84.5 83.1
Ayeyawady Kyonpyaw 37.50 46.67 41.18 85.0 86.6 85.4
Ayeyawady Yekyi 45.95 20.59 33.80 82.8 83.9 83.4
Ayeyawady NgathaingchaungST 48.15 29.63 38.89 83.7 85.5 84.8
Ayeyawady Kyaungon 43.40 29.55 37.11 82.4 83.9 83.5
Ayeyawady Hinthada 38.52 29.59 34.55 83.9 83.2 84.5
Ayeyawady Zalun 32.26 48.94 39.45 85.3 88.1 86.2
Ayeyawady Laymyethna 29.17 16.67 22.22 84.5 85.6 85.5
Ayeyawady Myanaung 42.42 38.33 40.48 82.9 85.3 83.7
Ayeyawady Kyangin 33.33 29.41 31.58 81.8 84.1 83.0
Ayeyawady Ingapu 36.73 29.58 33.73 83.4 85.1 83.9
Ayeyawady Myaungmya 37.07 34.57 36.04 81.4 82.1 82.1
Ayeyawady Einme 21.92 18.52 20.47 83.0 86.0 83.0
Ayeyawady PyinsaluST 46.43 48.15 47.27 78.7 78.7 80.1
Ayeyawady Labutta 34.67 35.63 35.19 82.5 85.1 83.0
Ayeyawady Wakema 33.65 37.36 35.35 81.5 83.2 82.2
Ayeyawady Mawlamyinegyun 48.61 39.44 44.44 80.9 81.3 81.4
Ayeyawady Maubin 27.40 24.72 25.93 84.5 86.5 85.1
Ayeyawady Pantanaw 41.00 40.00 40.54 80.7 80.6 81.0
Ayeyawady Nyaungdon 33.71 35.71 34.48 83.8 85.5 84.3
Ayeyawady Danubyu 33.33 34.55 33.91 81.8 83.6 82.5
Ayeyawady Phyapon 46.48 54.55 49.56 81.5 83.0 82.5
Ayeyawady AhmarST 51.16 34.92 44.30 78.5 78.0 79.0
Ayeyawady Bogale 47.03 38.67 43.28 80.8 81.8 80.9
Ayeyawady Kyaiklatt 45.59 33.33 40.16 84.7 88.4 85.1
Ayeyawady Daydaye 29.33 33.33 31.21 86.8 89.2 87.3
Nay Pyi Taw Zeyarthiri 23.08 15.38 19.23 87.2 88.6 87.9
Nay Pyi Taw Zabuthiri 17.65 28.57 22.58 78.6 79.1 78.3
Nay Pyi Taw Tatkon 20.00 28.57 23.53 89.2 91.3 89.7
Nay Pyi Taw Dekkhinathiri NA 25.00 11.11 51.5 54.9 51.9
Nay Pyi Taw Pobbathiri 21.88 7.41 15.25 84.9 84.8 85.2
Nay Pyi Taw Pyinmana 26.09 25.93 26.00 79.4 81.5 80.2
Nay Pyi Taw Lewe 30.26 33.33 31.58 85.5 88.0 86.9
Nay Pyi Taw Ottarathiri 16.67 20.00 18.52 85.1 87.1 86.4
N.B. The NA values are on the children with disaiblity side that might mean their being neglected status.