This analysis uses Komdat data from Ministry of Health. Dropping missing cases from the data we use 61 districts for this analysis.
| Provinsi | KabKota |
|---|---|
| Aceh | Bireuen |
| Bali | Karang Asem |
| Banten | Kota Tangerang Selatan |
| Bengkulu | Bengkulu Utara |
| Daerah Khusus Ibukota Jakarta | Kota Jakarta Timur |
| Daerah Khusus Ibukota Jakarta | Kota Jakarta Barat |
| Daerah Khusus Ibukota Jakarta | Kota Jakarta Utara |
| Jambi | Tanjung Jabung Timur |
| Jawa Barat | Sukabumi |
| Jawa Barat | Cirebon |
| Jawa Barat | Sumedang |
| Jawa Barat | Indramayu |
| Jawa Barat | Subang |
| Jawa Barat | Purwakarta |
| Jawa Barat | Karawang |
| Jawa Barat | Bekasi |
| Jawa Barat | Kota Bekasi |
| Jawa Barat | Kota Depok |
| Jawa Tengah | Cilacap |
| Jawa Tengah | Klaten |
| Jawa Tengah | Blora |
| Jawa Tengah | Demak |
| Jawa Tengah | Kendal |
| Jawa Tengah | Batang |
| Jawa Tengah | Brebes |
| Jawa Tengah | Kota Semarang |
| Jawa Timur | Tulungagung |
| Jawa Timur | Kediri |
| Jawa Timur | Lumajang |
| Jawa Timur | Jember |
| Jawa Timur | Banyuwangi |
| Jawa Timur | Bondowoso |
| Jawa Timur | Situbondo |
| Jawa Timur | Pasuruan |
| Jawa Timur | Sidoarjo |
| Jawa Timur | Mojokerto |
| Jawa Timur | Jombang |
| Jawa Timur | Magetan |
| Jawa Timur | Bojonegoro |
| Jawa Timur | Sampang |
| Jawa Timur | Pamekasan |
| Jawa Timur | Kota Surabaya |
| Kalimantan Barat | Kubu Raya |
| Kalimantan Selatan | Kota Baru |
| Kalimantan Tengah | Kotawaringin Barat |
| Kalimantan Tengah | Kotawaringin Timur |
| Kepulauan Bangka Belitung | Bangka Selatan |
| Kepulauan Bangka Belitung | Belitung Timur |
| Kepulauan Riau | Kota Batam |
| Lampung | Kota Bandar Lampung |
| Maluku Utara | Kepulauan Sula |
| Maluku | Buru |
| Nusa Tenggara Barat | Lombok Timur |
| Sulawesi Tengah | Banggai Kepulauan |
| Sulawesi Tenggara | Bombana |
| Sumatera Barat | Pesisir Selatan |
| Sumatera Barat | Pasaman Barat |
| Sumatera Barat | Kota Padang |
| Sumatera Selatan | Musi Banyuasin |
| Sumatera Utara | Asahan |
| Sumatera Utara | Deli Serdang |
Figure 1 compares the actual total outpatient attendance in Indonesia from January to August in 2020 with the expected number of visits based on historic data, allowing both of the above types of comparisons on the same chart. The trend in 2020 shows a marked decrease in outpatient attendance after March, the first month COVID-19 cases were reported in Indonesia. While delays in reporting may exist and fluctuations in attendance may occur normally (e.g. due to seasonal factors), the difference from outpatient attendance numbers in January to March compared to April to June provides a sense of when a decrease in attendance began and the extent of its impact. However, a slight increase in uptake is observed in August 2020, suggesting that any modifications or contextual factors during this time may be improving the situation.
dat_2020 <- dataMasuk %>% filter(Tahun == 2020)
dat_list <- purrr::map(indicator_choices, ~split(x = dat_2020[,.x], f = dat_2020$KabKota))
inline_plot <- data.frame(KabKota = names(dat_list[[1]]), K4 = "", PF = "",
KN_Lengkap = "", Kematian_Ibu = "")
inline_plot %>%
kbl(booktabs = TRUE) %>%
kable_paper(full_width = FALSE) %>%
column_spec(2, width = "3cm", image = spec_plot(dat_list[[1]], same_lim = FALSE)) %>%
column_spec(3, width = "3cm", image = spec_plot(dat_list[[2]], same_lim = FALSE)) %>%
column_spec(4, width = "3cm", image = spec_plot(dat_list[[3]], same_lim = FALSE)) %>%
column_spec(5, width = "3cm", image = spec_plot(dat_list[[4]], same_lim = FALSE))| KabKota | K4 | PF | KN_Lengkap | Kematian_Ibu |
|---|---|---|---|---|
| Asahan | ||||
| Banggai Kepulauan | ||||
| Bangka Selatan | ||||
| Banyuwangi | ||||
| Batang | ||||
| Bekasi | ||||
| Belitung Timur | ||||
| Bengkulu Utara | ||||
| Bireuen | ||||
| Blora | ||||
| Bojonegoro | ||||
| Bombana | ||||
| Bondowoso | ||||
| Brebes | ||||
| Buru | ||||
| Cilacap | ||||
| Cirebon | ||||
| Deli Serdang | ||||
| Demak | ||||
| Indramayu | ||||
| Jember | ||||
| Jombang | ||||
| Karang Asem | ||||
| Karawang | ||||
| Kediri | ||||
| Kendal | ||||
| Kepulauan Sula | ||||
| Klaten | ||||
| Kota Bandar Lampung | ||||
| Kota Baru | ||||
| Kota Batam | ||||
| Kota Bekasi | ||||
| Kota Depok | ||||
| Kota Jakarta Barat | ||||
| Kota Jakarta Timur | ||||
| Kota Jakarta Utara | ||||
| Kota Padang | ||||
| Kota Semarang | ||||
| Kota Surabaya | ||||
| Kota Tangerang Selatan | ||||
| Kotawaringin Barat | ||||
| Kotawaringin Timur | ||||
| Kubu Raya | ||||
| Lombok Timur | ||||
| Lumajang | ||||
| Magetan | ||||
| Mojokerto | ||||
| Musi Banyuasin | ||||
| Pamekasan | ||||
| Pasaman Barat | ||||
| Pasuruan | ||||
| Pesisir Selatan | ||||
| Purwakarta | ||||
| Sampang | ||||
| Sidoarjo | ||||
| Situbondo | ||||
| Subang | ||||
| Sukabumi | ||||
| Sumedang | ||||
| Tanjung Jabung Timur | ||||
| Tulungagung |
Showing percent differences for the May 2020 compared to May 2019
Showing percent differences for the May 2020 compared to May 2019 (Note: Need to zoom in to get clear view)