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Subnational mapping of HIV incidence and mortality among individuals aged 15-49 years in sub-Saharan Africa, 2000-18: a modelling study

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Title: Subnational mapping of HIV incidence and mortality among individuals aged 15-49 years in sub-Saharan Africa, 2000-18: a modelling study
Authors: Sartorius, B., Van der Heide, J., Yang, M., Goosmann, E., Hon, J., Haeuser, E., Cork, M., Perkins, S., Jahagirdar, D., Schaeffer, L. E., Serfes, A., LeGrand, K. E., Abbastabar, H., Abebo, Z., Abosetugn, A., Abu-Gharbieh, E., Accrombessi, M. M. K., Adebayo, O. M., Adegbosin, A. E., Adekanmbi, V., Adetokunboh, O. O., Adeyinka, D. A., Ahinkorah, B. O., Ahmadi, K., Ahmed, M., Akalu, Y., Akinyemi, O. O., Akinyemi, R. O., Aklilu, A., Akunna, C. J., Alahdab, F., Al-Aly, Z., Alam, N., Alamneh, A., Alanzi, T. M., Alemu, B., Alhassan, R. K., Ali, T., Alipour, V., Amini, S., Ancuceanu, R., Ansari, F., Anteneh, Z., Anvari, D., Anwer, R., Appiah, S., Arabloo, J., Asemahagn, M., Jafarabadi, M. A., Asmare, W., Atnafu, D. D., Atout, M., Atreya, A., Ausloos, M., Awedew, A., Quintanilla, B., Ayanore, M. A., Aynalem, Y. A., Ayza, M., Azari, S., Azene, Z. N., Babar, Z-U-D., Baig, A. A., Balakrishnan, S., Banach, M., Bärnighausen, T., Basu, S., Bayati, M., Bedi, N., Bekuma, T., Bezabhe, W. M., Bhagavathula, A. S., Bhardwaj, P., Bhattacharyya, K., Bhutta, Z., Bibi, S., Bikbov, B., Birhan, T., Bitew, Z., Bockarie, M., Boloor, A., Brady, O. J., Bragazzi, N. L., Briko, A.N., Briko, N. I., Nagaraja, S., Butt, Z. A., Cardenas, R., Carvalho, F., Charan, J., Chatterjee, S., Chattu, S. K., Chattu, V. K., Chowdhury, M., Chu, D-T., Cook, A., Cormier, N. M., Cowden, R., Culquichicon, C., Dagnew, B., Dahlawi, S. M. A., Damiani, G., Daneshpajouhnejad, P., Daoud, F., Daryani, A., das Neves, J., Weaver, N., Molla, M., Deribe, K., Desta, A., Deuba, K., Dharmaratne, S. D., Dhungana, G. P., Diaz, D., Djalalinia, S., Doku, P., Dubljanin, E., Duko, B., Eagan, A. W., Earl, L., Eaton, J., Effiong, A., Zaki, M. E. S., El Tantawi, M., Elayedath, R., El-Jaafary, S. I., Elsharkawy, A., Eskandarieh, S., Eyawo, O., Ezzikouri, S., Fasanmi, A., Fasil, A., Fauk, N. K., Feigin, V. L., Ferede, T., Fernandes, E., Fischer, F., Foigt, N. A., Folayan, M. O., Foroutan, M., Francis, J., Fukumoto, T., Gad, M. M., Geberemariyam, B., Gebregiorgis, B., Gebremichael, B., Gesesew, H. A., Getacher, L., Ghadiri, K., Ghashghaee, A., Gilani, S. A., Ginindza, T. G. G., Glagn, M., Golechha, M., Gona, P. N., Gubari, M. I. M., Gugnani, H. C., Guido, D., Guled, R., Hall, B. A., Hamidi, S., Handiso, D. W., Hargono, A., Hashi, A., Hassanipour, S., Hassankhani, H., Hayat, K., Herteliu, C., de Hidru, H., Holla, R., Hosgood, H., Hossain, N., Hosseini, M., Hosseinzadeh, M., Househ, M., Hwang, B-F., Ibitoye, S. E., Ilesanmi, O. S., Ilic, I. M., Ilic, M. D., Irvani, S. S. N., Iwu, C. C. D., Iwu, C. J., Iyamu, I. O., Jain, V., Jakovljevic, M., Jalilian, F., Jha, R. P., Johnson, K., Joshua, V., Joukar, F., Jozwiak, J. J., Kabir, A., Kalankesh, L. R., Kalhor, R., Kamath, A., Kamyari, N., Kanchan, T., Matin, B. K., Karch, A., Karimi, S. E., Kasa, A., Kassahun, G., Kayode, G. A., Karyani, A. K., Keiyoro, P. N., Kelkay, B., Khalid, N., Khan, G., Khan, J., Khan, M., Khatab, K., Khazaei, S., Kim, Y. J., Kisa, A., Kisa, S., Kochhar, S., Kopec, J. A., Kosen, S., Laxminarayana, S. L. K., Koyanagi, A., Krishan, K., Defo, B. K., Kugbey, N., Kulkarni, V., Kumar, M., Kumar, N., Kurmi, O. P., Kusuma, D., Kuupiel, D., Kyu, H., La Vecchia, C., Lal, D. K., Lam, J., Landires, I., Lasrado, S., Lazarus, J., Lazzar-Atwood, A., Lee, P., Leshargie, C.T., Li, B., Liu, X., Lopukhov, P., Amin, H., Madi, D., Mahasha, P. W., Majeed, A., Maleki, A., Maleki, S., Mamun, A. A., Manafi, N., Mansournia, M. A., Martins-Melo, F. R., Masoumi, S. Z., Mayala, B. K., Meharie, B. G., Meheretu, H., Meles, H., Melku, M., Mendoza, W., Mengesha, E. W., Meretoja, T. J., Mersha, A. M., Mestrovic, T., Miller, T., Mirica, A., Alavijeh, M., Mohamad, O., Mohammad, Y., Mohammadian-Hafshejani, A., Mohammed, J. A., Mohammed, S., Mokdad, A. H., Mokonnon, T., Molokhia, M., Moradi, M., Moradi, Y., Moradzadeh, R., Moraga, P., Mosser, J. F., Munro, S. B., Mustafa, G., Muthupandian, S., Naderi, M., Nagarajan, A. J., Naghavi, M., Naveed, M., Nayak, V., Nazari, J., Ndejjo, R., Nepal, S., Netsere, H. B., Ngalesoni, F., Nguefack-Tsague, G., Ngunjiri, J. W., Nigatu, Y. T., Nigussie, S. N., Nnaji, C. A., Noubiap, J. J., Nunez-Samudio, V., Oancea, B., Odukoya, O. O., Ogbo, F. A., Oladimeji, O., Olagunju, A. T., Olusanya, B. O., Olusanya, J. O., Omer, M., Omonisi, A., Onwujekwe, O. E., Orisakwe, O., Otstavnov, N., Owolabi, M. O., Mahesh, P. A., Padubidri, J. R., Pakhale, S., Pana, A., Pandi-Perumal, S. R., Patel, U., Pathak, M., Patton, G. C., Pawar, S., Peprah, E. K., Pokhrel, K. N., Postma, M. J., Pottoo, F., Pourjafar, H., Pribadi, D., Syed, Z. Q., Rafiei, A., Rahim, F., Rahman, M. M., Rahmani, A. M., Ram, P., Rana, J., Ranabhat, C. L., Rao, S., Rao, S. J., Rathi, P., Rawaf, D. L., Rawaf, S., Rawassizadeh, R., Renjith, V., Reta, M. A., Rezaei, N., Rezapour, A., Ribeiro, A. I., Ross, J., Rumisha, S. F., Sagar, R., Sahu, M., Sajadi, S. M., Salem, M. R., Samy, A. M., Sathian, B., Schutte, A. E., Seidu, A-A., Sha, F., Shafaat, O., Shahbaz, M., Shaikh, M. A., Shaka, M., Sheikh, A., Shibuya, K., Shin, J. I. l., Shivakumar, K. M., Sidemo, N. B., Singh, J. A., Skryabin, V. Y., Skryabina, A. A., Soheili, A., Soltani, S., Somefun, O., Sorrie, M. B., Spurlock, E. E., Sufiyan, M. B., Taddele, B. W., Tadesse, E. G., Tamir, Z., Tamiru, A.T., Tanser, F., Taveira, N., Tehrani-Banihashemi, A., Tekalegn, Y., Tesfay, F., Tessema, B., Tessema, Z. T., Thakur, B., Tolani, M. A., Topor-Madry, R., Torrado, M., Tovani-Palone, M. R., Traini, E., Tsai, A., Tsegaye, G. W., Ullah, I., Ullah, S., Umeokonkwo, C. D., Unnikrishnan, B., Vardavas, C., Violante, F. S., Vo, B., Wado, Y. D., Waheed, Y., Wamai, R. G., Wang, Y., Ward, P., Werdecker, A., Wickramasinghe, N. D., Wijeratne, T., Wiysonge, C. S., Wondmeneh, T., Yamada, T., Yaya, S., Yeshaw, Y., Yeshitila, Y., Yilma, M. T., Yip, P., Yonemoto, N., Yosef, T., Yusefzadeh, H., Zaidi, S., Zaki, L., Zamanian, M., Zastrozhin, M. S., Zastrozhina, A., Zewdie, D., Zhang, Y., Zhang, Z-J, Ziapour, A., Hay, S. I., Dwyer-Lindgren, L.
Publisher Information: Elsevier BV
Publication Year: 2021
Collection: City University London: City Research Online
Subject Terms: QR180 Immunology, RA0421 Public health. Hygiene. Preventive Medicine
Description: Background High-resolution estimates of HIV burden across space and time provide an important tool for tracking and monitoring the progress of prevention and control efforts and assist with improving the precision and efficiency of targeting efforts. We aimed to assess HIV incidence and HIV mortality for all second-level administrative units across sub-Saharan Africa. Methods In this modelling study, we developed a framework that used the geographically specific HIV prevalence data collected in seroprevalence surveys and antenatal care clinics to train a model that estimates HIV incidence and mortality among individuals aged 15–49 years. We used a model-based geostatistical framework to estimate HIV prevalence at the second administrative level in 44 countries in sub-Saharan Africa for 2000–18 and sought data on the number of individuals on antiretroviral therapy (ART) by second-level administrative unit. We then modified the Estimation and Projection Package (EPP) to use these HIV prevalence and treatment estimates to estimate HIV incidence and mortality by second-level administrative unit. Findings The estimates suggest substantial variation in HIV incidence and mortality rates both between and within countries in sub-Saharan Africa, with 15 countries having a ten-times or greater difference in estimated HIV incidence between the second-level administrative units with the lowest and highest estimated incidence levels. Across all 44 countries in 2018, HIV incidence ranged from 2·8 (95% uncertainty interval 2·1–3·8) in Mauritania to 1585·9 (1369·4–1824·8) cases per 100 000 people in Lesotho and HIV mortality ranged from 0·8 (0·7–0·9) in Mauritania to 676·5 (513·6–888·0) deaths per 100 000 people in Lesotho. Variation in both incidence and mortality was substantially greater at the subnational level than at the national level and the highest estimated rates were accordingly higher. Among second-level administrative units, Guijá District, Gaza Province, Mozambique, had the highest estimated HIV incidence (4661·7 ...
Document Type: article in journal/newspaper
File Description: text
Language: English
Relation: https://openaccess.city.ac.uk/id/eprint/28764/1/Subnational%20mapping%20of%20HIV%20incidence%20and%20mortality%20among%20individuals%20aged%2015%E2%80%9349%20years%20in%20sub-Saharan%20Africa,%202000%E2%80%9318-%20a%20modelling%20study.pdf; Sartorius, B., Van der Heide, J., Yang, M. , Goosmann, E., Hon, J., Haeuser, E., Cork, M., Perkins, S., Jahagirdar, D., Schaeffer, L. E., Serfes, A., LeGrand, K. E., Abbastabar, H., Abebo, Z., Abosetugn, A., Abu-Gharbieh, E., Accrombessi, M. M. K., Adebayo, O. M., Adegbosin, A. E., Adekanmbi, V., Adetokunboh, O. O., Adeyinka, D. A., Ahinkorah, B. O., Ahmadi, K., Ahmed, M., Akalu, Y., Akinyemi, O. O., Akinyemi, R. O., Aklilu, A., Akunna, C. J., Alahdab, F., Al-Aly, Z., Alam, N., Alamneh, A., Alanzi, T. M., Alemu, B., Alhassan, R. K., Ali, T., Alipour, V., Amini, S., Ancuceanu, R., Ansari, F., Anteneh, Z., Anvari, D., Anwer, R., Appiah, S., Arabloo, J., Asemahagn, M., Jafarabadi, M. A., Asmare, W., Atnafu, D. D., Atout, M., Atreya, A., Ausloos, M., Awedew, A., Quintanilla, B., Ayanore, M. A., Aynalem, Y. A., Ayza, M., Azari, S., Azene, Z. N., Babar, Z-U-D., Baig, A. A., Balakrishnan, S., Banach, M., Bärnighausen, T., Basu, S., Bayati, M., Bedi, N., Bekuma, T., Bezabhe, W. M., Bhagavathula, A. S., Bhardwaj, P., Bhattacharyya, K., Bhutta, Z., Bibi, S., Bikbov, B., Birhan, T., Bitew, Z., Bockarie, M., Boloor, A., Brady, O. J., Bragazzi, N. L., Briko, A.N., Briko, N. I., Nagaraja, S., Butt, Z. A., Cardenas, R., Carvalho, F., Charan, J., Chatterjee, S., Chattu, S. K., Chattu, V. K., Chowdhury, M., Chu, D-T., Cook, A., Cormier, N. M., Cowden, R., Culquichicon, C., Dagnew, B., Dahlawi, S. M. A., Damiani, G., Daneshpajouhnejad, P., Daoud, F., Daryani, A., das Neves, J., Weaver, N., Molla, M., Deribe, K., Desta, A., Deuba, K., Dharmaratne, S. D., Dhungana, G. P., Diaz, D., Djalalinia, S., Doku, P., Dubljanin, E., Duko, B., Eagan, A. W., Earl, L., Eaton, J., Effiong, A., Zaki, M. E. S., El Tantawi, M., Elayedath, R., El-Jaafary, S. I., Elsharkawy, A., Eskandarieh, S., Eyawo, O., Ezzikouri, S., Fasanmi, A., Fasil, A., Fauk, N. K., Feigin, V. L., Ferede, T., Fernandes, E., Fischer, F., Foigt, N. A., Folayan, M. O., Foroutan, M., Francis, J., Fukumoto, T., Gad, M. M., Geberemariyam, B., Gebregiorgis, B., Gebremichael, B., Gesesew, H. A., Getacher, L., Ghadiri, K., Ghashghaee, A., Gilani, S. A., Ginindza, T. G. G., Glagn, M., Golechha, M., Gona, P. N., Gubari, M. I. M., Gugnani, H. C., Guido, D., Guled, R., Hall, B. A., Hamidi, S., Handiso, D. W., Hargono, A., Hashi, A., Hassanipour, S., Hassankhani, H., Hayat, K., Herteliu, C., de Hidru, H., Holla, R., Hosgood, H., Hossain, N., Hosseini, M., Hosseinzadeh, M., Househ, M., Hwang, B-F., Ibitoye, S. E., Ilesanmi, O. S., Ilic, I. M., Ilic, M. D., Irvani, S. S. N., Iwu, C. C. D., Iwu, C. J., Iyamu, I. O., Jain, V., Jakovljevic, M., Jalilian, F., Jha, R. P., Johnson, K., Joshua, V., Joukar, F., Jozwiak, J. J., Kabir, A., Kalankesh, L. R., Kalhor, R., Kamath, A., Kamyari, N., Kanchan, T., Matin, B. K., Karch, A., Karimi, S. E., Kasa, A., Kassahun, G., Kayode, G. A., Karyani, A. K., Keiyoro, P. N., Kelkay, B., Khalid, N., Khan, G., Khan, J., Khan, M., Khatab, K., Khazaei, S., Kim, Y. J., Kisa, A., Kisa, S., Kochhar, S., Kopec, J. A., Kosen, S., Laxminarayana, S. L. K., Koyanagi, A., Krishan, K., Defo, B. K., Kugbey, N., Kulkarni, V., Kumar, M., Kumar, N., Kurmi, O. P., Kusuma, D. https://openaccess.city.ac.uk/view/creators_id/dian=2Ekusuma.html orcid:0000-0002-1909-9341 orcid:0000-0002-1909-9341 , Kuupiel, D., Kyu, H., La Vecchia, C., Lal, D. K., Lam, J., Landires, I., Lasrado, S., Lazarus, J., Lazzar-Atwood, A., Lee, P., Leshargie, C.T., Li, B., Liu, X., Lopukhov, P., Amin, H., Madi, D., Mahasha, P. W., Majeed, A., Maleki, A., Maleki, S., Mamun, A. A., Manafi, N., Mansournia, M. A., Martins-Melo, F. R., Masoumi, S. Z., Mayala, B. K., Meharie, B. G., Meheretu, H., Meles, H., Melku, M., Mendoza, W., Mengesha, E. W., Meretoja, T. J., Mersha, A. M., Mestrovic, T., Miller, T., Mirica, A., Alavijeh, M., Mohamad, O., Mohammad, Y., Mohammadian-Hafshejani, A., Mohammed, J. A., Mohammed, S., Mohammed, S., Mokdad, A. H., Mokonnon, T., Molokhia, M., Moradi, M., Moradi, Y., Moradzadeh, R., Moraga, P., Mosser, J. F., Munro, S. B., Mustafa, G., Muthupandian, S., Naderi, M., Nagarajan, A. J., Naghavi, M., Naveed, M., Nayak, V., Nazari, J., Ndejjo, R., Nepal, S., Netsere, H. B., Ngalesoni, F., Nguefack-Tsague, G., Ngunjiri, J. W., Nigatu, Y. T., Nigussie, S. N., Nnaji, C. A., Noubiap, J. J., Nunez-Samudio, V., Oancea, B., Odukoya, O. O., Ogbo, F. A., Oladimeji, O., Olagunju, A. T., Olusanya, B. O., Olusanya, J. O., Omer, M., Omonisi, A., Onwujekwe, O. E., Orisakwe, O., Otstavnov, N., Owolabi, M. O., Mahesh, P. A., Padubidri, J. R., Pakhale, S., Pana, A., Pandi-Perumal, S. R., Patel, U., Pathak, M., Patton, G. C., Pawar, S., Peprah, E. K., Pokhrel, K. N., Postma, M. J., Pottoo, F., Pourjafar, H., Pribadi, D., Syed, Z. Q., Rafiei, A., Rahim, F., Rahman, M. M., Rahmani, A. M., Ram, P., Rana, J., Ranabhat, C. L., Rao, S., Rao, S. J., Rathi, P., Rawaf, D. L., Rawaf, S., Rawassizadeh, R., Renjith, V., Reta, M. A., Rezaei, N., Rezapour, A., Ribeiro, A. I., Ross, J., Rumisha, S. F., Sagar, R., Sahu, M., Sajadi, S. M., Salem, M. R., Samy, A. M., Sathian, B., Schutte, A. E., Seidu, A-A., Sha, F., Shafaat, O., Shahbaz, M., Shaikh, M. A., Shaka, M., Sheikh, A., Shibuya, K., Shin, J. I. l., Shivakumar, K. M., Sidemo, N. B., Singh, J. A., Skryabin, V. Y., Skryabina, A. A., Soheili, A., Soltani, S., Somefun, O., Sorrie, M. B., Spurlock, E. E., Sufiyan, M. B., Taddele, B. W., Tadesse, E. G., Tamir, Z., Tamiru, A.T., Tanser, F., Taveira, N., Tehrani-Banihashemi, A., Tekalegn, Y., Tesfay, F., Tessema, B., Tessema, Z. T., Thakur, B., Tolani, M. A., Topor-Madry, R., Torrado, M., Tovani-Palone, M. R., Traini, E., Tsai, A., Tsegaye, G. W., Ullah, I., Ullah, S., Umeokonkwo, C. D., Unnikrishnan, B., Vardavas, C., Violante, F. S., Vo, B., Wado, Y. D., Waheed, Y., Wamai, R. G., Wang, Y., Ward, P., Werdecker, A., Wickramasinghe, N. D., Wijeratne, T., Wiysonge, C. S., Wondmeneh, T., Yamada, T., Yaya, S., Yeshaw, Y., Yeshitila, Y., Yilma, M. T., Yip, P., Yonemoto, N., Yosef, T., Yusefzadeh, H., Zaidi, S., Zaki, L., Zamanian, M., Zastrozhin, M. S., Zastrozhina, A., Zewdie, D., Zhang, Y., Zhang, Z-J, Ziapour, A., Hay, S. I. Dwyer-Lindgren, L.view all authorsEPJS_limit_names_shown_load( 'creators_name_28764_et_al', 'creators_name_28764_rest' ); (2021). Subnational mapping of HIV incidence and mortality among individuals aged 15-49 years in sub-Saharan Africa, 2000-18: a modelling study. The Lancet HIV, 8(6), e363-e375. doi:10.1016/s2352-3018(21)00051-5 https://doi.org/10.1016/s2352-3018%2821%2900051-5
DOI: 10.1016/s2352-3018(21)00051-5
Availability: https://openaccess.city.ac.uk/id/eprint/28764/
https://doi.org/10.1016/s2352-3018(21)00051-5
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  Data: Subnational mapping of HIV incidence and mortality among individuals aged 15-49 years in sub-Saharan Africa, 2000-18: a modelling study
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  Data: Elsevier BV
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  Group: Date
  Data: 2021
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  Data: City University London: City Research Online
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  Data: <searchLink fieldCode="DE" term="%22QR180+Immunology%22">QR180 Immunology</searchLink><br /><searchLink fieldCode="DE" term="%22RA0421+Public+health%2E+Hygiene%2E+Preventive+Medicine%22">RA0421 Public health. Hygiene. Preventive Medicine</searchLink>
– Name: Abstract
  Label: Description
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  Data: Background High-resolution estimates of HIV burden across space and time provide an important tool for tracking and monitoring the progress of prevention and control efforts and assist with improving the precision and efficiency of targeting efforts. We aimed to assess HIV incidence and HIV mortality for all second-level administrative units across sub-Saharan Africa. Methods In this modelling study, we developed a framework that used the geographically specific HIV prevalence data collected in seroprevalence surveys and antenatal care clinics to train a model that estimates HIV incidence and mortality among individuals aged 15–49 years. We used a model-based geostatistical framework to estimate HIV prevalence at the second administrative level in 44 countries in sub-Saharan Africa for 2000–18 and sought data on the number of individuals on antiretroviral therapy (ART) by second-level administrative unit. We then modified the Estimation and Projection Package (EPP) to use these HIV prevalence and treatment estimates to estimate HIV incidence and mortality by second-level administrative unit. Findings The estimates suggest substantial variation in HIV incidence and mortality rates both between and within countries in sub-Saharan Africa, with 15 countries having a ten-times or greater difference in estimated HIV incidence between the second-level administrative units with the lowest and highest estimated incidence levels. Across all 44 countries in 2018, HIV incidence ranged from 2·8 (95% uncertainty interval 2·1–3·8) in Mauritania to 1585·9 (1369·4–1824·8) cases per 100 000 people in Lesotho and HIV mortality ranged from 0·8 (0·7–0·9) in Mauritania to 676·5 (513·6–888·0) deaths per 100 000 people in Lesotho. Variation in both incidence and mortality was substantially greater at the subnational level than at the national level and the highest estimated rates were accordingly higher. Among second-level administrative units, Guijá District, Gaza Province, Mozambique, had the highest estimated HIV incidence (4661·7 ...
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  Data: English
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W., Ullah, I., Ullah, S., Umeokonkwo, C. D., Unnikrishnan, B., Vardavas, C., Violante, F. S., Vo, B., Wado, Y. D., Waheed, Y., Wamai, R. G., Wang, Y., Ward, P., Werdecker, A., Wickramasinghe, N. D., Wijeratne, T., Wiysonge, C. S., Wondmeneh, T., Yamada, T., Yaya, S., Yeshaw, Y., Yeshitila, Y., Yilma, M. T., Yip, P., Yonemoto, N., Yosef, T., Yusefzadeh, H., Zaidi, S., Zaki, L., Zamanian, M., Zastrozhin, M. S., Zastrozhina, A., Zewdie, D., Zhang, Y., Zhang, Z-J, Ziapour, A., Hay, S. I. Dwyer-Lindgren, L.view all authorsEPJS_limit_names_shown_load( 'creators_name_28764_et_al', 'creators_name_28764_rest' ); (2021). Subnational mapping of HIV incidence and mortality among individuals aged 15-49 years in sub-Saharan Africa, 2000-18: a modelling study. The Lancet HIV, 8(6), e363-e375. doi:10.1016/s2352-3018(21)00051-5 https://doi.org/10.1016/s2352-3018%2821%2900051-5
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  Group: ID
  Data: 10.1016/s2352-3018(21)00051-5
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  Data: https://openaccess.city.ac.uk/id/eprint/28764/<br />https://doi.org/10.1016/s2352-3018(21)00051-5
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        Value: 10.1016/s2352-3018(21)00051-5
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      – Text: English
    Subjects:
      – SubjectFull: QR180 Immunology
        Type: general
      – SubjectFull: RA0421 Public health. Hygiene. Preventive Medicine
        Type: general
    Titles:
      – TitleFull: Subnational mapping of HIV incidence and mortality among individuals aged 15-49 years in sub-Saharan Africa, 2000-18: a modelling study
        Type: main
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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      – PersonEntity:
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