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Enregistrement W2751849735 · doi:10.1016/s2468-2667(17)30141-x

Availability and affordability of blood pressure-lowering medicines and the effect on blood pressure control in high-income, middle-income, and low-income countries: an analysis of the PURE study data

2017· article· en· W2751849735 sur OpenAlexafffundabout
Marjan Walli-Attaei, Rasha Khatib, Martin McKee, Scott A. Lear, Gilles R. Dagenais, Ehimario Igumbor, Khalid F. AlHabib, Manmeet Kaur, Iolanthé M. Kruger, Koon Teo, Fernando Laņas, Khalid Yusoff, Aytekin Oğuz, Rajeev Gupta, Afzalhussein Yusufali, Ahmad Bahonar, Raman Kutty, Annika Rosengren, Viswanathan Mohan, Álvaro Avezum, Rita Yusuf, Andrzej Szuba, Sumathy Rangarajan, Clara K Chow, Salim Yusuf, Martin O’Donnell, Andrew Mente, Darryl P. Leong, Andrew Smyth, Philip Joseph, Shofiqul Islam, M Zhang, Weiwei Hu, Chinthanie Ramasundarahettige, Gary Wong, Lovely Dayal, Amparo Casanova, Mahshid Dehghan, Gregory D. Lewis, Antonio Aliberti, Álvaro Reyes, Ahmed Zaki, Basil S. Lewis, B Zhang, D Agapay, Danielle M. Hari, E Milazzo, F Hussain, Fathimath Shifaly, Julija Rimac, John G. Swallow, L Heldman, Maha Mushtaha, Mark Trottier, N Aoucheva, N Kandy, Pam Mackie, Siu Lim Chin, S Ramacham, Sadequa Shahrook, T Tongana, W Elsheikh, J Lindeman, Matt J. McQueen, Kellie Hall, J. Keys, Xuechao Wang, J Keneth, Anitha Devanath, Rafael Díaz, Andrés Orlandini, B Linetsky, S Toscanelli, Germana Casaccia, JM Maini Cuneo, Omar Rahman, AK Azad, Khondkar Ayaz Rabbani, HM Cherry, Adnan Mannan, I Hassan, AT Talukdar, RB Tooheen, MU Khan, Mariz Sintaha, Tarzia Choudhury, Md Rabiul Haque, S Parvin, GB Oliveira, CS Marcílio, Antônio José Cordeiro Mattos, Jane DeJesus, Paul Poirier, Ginette Turbide, D. Auger, A LeBlanc De Bluts, MC Proulx, Marie‐Pierre Cayer, Nadine Bonneville, Danijela Gašević, E Corber, Veronica de Jong, I Vukmirovich, Andreas Wielgosz, George Fodor, Andrew Pipe, A Shane, Pamela Serón, S Martinez, A Valdebenito, María José Oliveros, Li Wei, Xingyu Wang, Wen­hua Zhao, Bo Hu, Yi Sun, Jian Bo, Zhao Xiuwen, Chang Xiaohong, Tao Chen, Hui Chen, Qing Deng, Xiaoru Cheng, He Xinye, Jian Li, Juan Li, Xu Liu, Ren Bing, Wang Wei, Yang Wang, Yi Zhai, Zhu Manlu, Fanghong Lu, Jianfang Wu, Yindong Li, Yan Hou, Liangqing Zhang, Baoxia Guo, Shiying Zhang, BianRongwen, TianXiuzhen, Dong Li, Di Chen, Wu Jianguo, Xiao Yize, Tianlu Liu, Peng Zhang, Changlin Dong, Xiaolan Ma, Yang Yuqing, Lei Rensheng, Fu Minfan, Jing He, Yü Liu, Xiaojie Xing, Zhou Qiang, Patricio López‐Jaramillo, Paul Anthony Camacho, R Garcia, LJA Jurado, Diego Gómez-Arbeláez, JF Arguello, R Dueñas, S Silva, LP Pradilla, F Ramírez, DI Molina, Carlos Cure-Cure, Suhey Pérez, E Hernandez, E. Arcos, S Fernandez, Claudia Narváez, J Paez, A Sotomayor, Henry García, G. Sánchez, T David, Prem Mony, Mário Vaz, A V Bharathi, Sumathi Swaminathan, Kiruba Shankar, AV Kurpad, KG Jayachitra, Narinder Kumar, Mohan Deepa, K Parthiban, M Anitha, S Hemavathy, T Rahulashankiruthiyayan, K Sridevi, RB Panwar, Indu Mohan, Priyanka Rastogi, S. Rastogi, R. Bhargava, Rajesh Kumar, JS Thakur, Binod Kumar Patro, P. V. M. Lakshmi, R Mahajan, P Chaudary, V. Raman Kutty, K. Vijayakumar, G Rajasree, AR Renjini, A Deepu, B. Sandhya, Stephen Asha, HS Soumya, Roya Kelishadi, Noushin Mohammadifard, Hadi Heidari, KK Ng, A Devi, NM Nasir, MM Yasin, Maizatullifah Miskan, EA Rahman, MKM Arsad, Farnaza Ariffin, SA Razak, FA Majid, NA Bakar, MY Yacob, N Zainon, Ruhaya Salleh, MKA Ramli, NA Halim, SR Norlizan, NM Ghazali, MN Arshad, R Razali, Syed Hassan Ali, HR Othman, CWJCW Hafar, A Pit, Norlaila Danuri, F Basir, SNA Zahari, Hafez Mohammad Ammar Abdullah, MA Arippin, NA Zakaria, MJ Hasni, MT Azmi, MI Zaleha, KY Hazdi, AR Rizam, W Sazman, A Azman, Umaiyeh Khammash, A Khatib, Rita Giacaman, Romania Iqbal, Asad Afridi, Rehman Khawaja, Auriba Raza, Khawar Kazmi, Antonio Dans, HU Co, JT Sanchez, L Pudol, C Zamora-Pudol, LAM Palileo-Villanueva, MR Aquino, C Abaquin, SL Pudol, ML Cabral, Witold Zatoński, Katarzyna Zatońska, Rafał Ilow, M Ferus, Bożena Regulska−Ilow, Dorota Różańska, Maria Wołyniec, Ahmad Hersi, Tarek Kashour, Hussam AlFaleh, Mostafa Q. Alshamiri, HB Altaradi, Omar Alnobani, A Bafart, Nour Alkamel, Mohammed K. Ali, Mahera Abdulrahman, Reza Nouri, A. Kruger, H H Voster, Aletta E. Schutte, Edelweiss Wentzel‐Viljoen, FC Eloff, H de Ridder, H Moss, J Potgieter, A.V. Diez Roux, Megan Watson, G de Wet, Antonel Olckers, Johann C. Jerling, Marlien Pieters, Trynke Hoekstra, Thandi Puoane, Lungiswa Tsolekile, David Sanders, Pooveshni Naidoo, N Steyn, Nasheeta Peer, Bongani M. Mayosi, Brian Rayner, Estelle V. Lambert, Naomi Levitt, Tracy Kolbe‐Alexander, Lucas Ntyintyane, G. Hughes, Rina Swart, Jean Fourie, Moïse Muzigaba, S Xapa, N Gobile, K Ndayi, B Jwili, K Ndibaza, Bonaventure Amandi Egbujie, Kristina Bengtsson Boström, U Lindblad, P Langkilde, A Gustavsson, Mattias Andréasson, M Snällman, L Wirdemann, Karen Odberg Pettersson, Erik Moberg, Karen Yeates, Jessica Sleeth, Kajiru Kilonzo, AAK Akalin, KBT Calik, Neşe İmeryüz, Ahmet Temizhan, Emel Alphan, Haydar Sur, Yüksel Altuntaş, AM Yusufali, Wael Almahmeed, H Swidan, EA Darwish, ARA Hashemi, Najib Al‐Khaja, J. Muscat-Baron, SH Ahmed, TM Mamdouh, WM Darwish, MHS Abdelmotagali, SA Omer Awed, GA Movahedi, H Al Shaibani, RIM Gharabou, DF Youssef, AZS Nawati, ZAR Abu Salah, RFE Abdalla, SM Al Shuwaihi, MA Al Omairi, OD Cadigal, R.S. Alejandrino, Jephat Chifamba, Lenon Gwaunza, G Terera, Carol Mahachi, Pretty Murambiwa, T Machiweni, RF Mapanga

Notice bibliographique

RevueThe Lancet Public Health · 2017
Typearticle
Langueen
DomaineEconomics, Econometrics and Finance
ThématiquePharmaceutical Economics and Policy
Établissements canadiensHamilton Health SciencesUniversité LavalSimon Fraser UniversityPopulation Health Research InstituteMcMaster University
Organismes subventionnairesDeanship of Scientific Research, King Saud UniversityPhilippine Council for Health Research and DevelopmentCanadian Institutes of Health ResearchServierUniwersytet Medyczny im. Piastów Slaskich we WroclawiuUnited Arab Emirates UniversityUniversiti Kebangsaan MalaysiaUniversiti Teknologi MARAInternational Development Research CentreSvenska Forskningsrådet FormasForskningsrådet för Arbetsliv och SocialvetenskapIndian Council of Medical ResearchNorth-West UniversitySouth Africa Netherlands research Programme on Alternatives in DevelopmentPublic Health Agency of CanadaAFA FörsäkringSheikh Hamdan Bin Rashid Al Maktoum Award for Medical SciencesUniversidad de La FronteraMinisterstwo Edukacji i NaukiGlaxoSmithKlineVetenskapsrådetHeart and Stroke Foundation of CanadaBoehringer IngelheimMinistry of Higher Education, MalaysiaAstraZeneca CanadaAstraZeneca
Mots-clésDeveloping countryMedicineEnvironmental healthBusinessEconomicsEconomic growth

Résumé

récupéré en direct d'OpenAlex

BACKGROUND: Hypertension is considered the most important risk factor for cardiovascular diseases, but its control is poor worldwide. We aimed to assess the availability and affordability of blood pressure-lowering medicines, and the association with use of these medicines and blood pressure control in countries at varying levels of economic development. METHODS: We analysed the availability, costs, and affordability of blood pressure-lowering medicines with data recorded from 626 communities in 20 countries participating in the Prospective Urban Rural Epidemiological (PURE) study. Medicines were considered available if they were present in the local pharmacy when surveyed, and affordable if their combined cost was less than 20% of the households' capacity to pay. We related information about availability and affordability to use of these medicines and blood pressure control with multilevel mixed-effects logistic regression models, and compared results for high-income, upper-middle-income, lower-middle-income, and low-income countries. Data for India are presented separately because it has a large generic pharmaceutical industry and a higher availability of medicines than other countries at the same economic level. FINDINGS: The availability of two or more classes of blood pressure-lowering drugs was lower in low-income and middle-income countries (except for India) than in high-income countries. The proportion of communities with four drug classes available was 94% in high-income countries (108 of 115 communities), 76% in India (68 of 90), 71% in upper-middle-income countries (90 of 126), 47% in lower-middle-income countries (107 of 227), and 13% in low-income countries (nine of 68). The proportion of households unable to afford two blood pressure-lowering medicines was 31% in low-income countries (1069 of 3479 households), 9% in middle-income countries (5602 of 65 471), and less than 1% in high-income countries (44 of 10 880). Participants with known hypertension in communities that had all four drug classes available were more likely to use at least one blood pressure-lowering medicine (adjusted odds ratio [OR] 2·23, 95% CI 1·59-3·12); p<0·0001), combination therapy (1·53, 1·13-2·07; p=0·054), and have their blood pressure controlled (2·06, 1·69-2·50; p<0·0001) than were those in communities where blood pressure-lowering medicines were not available. Participants with known hypertension from households able to afford four blood pressure-lowering drug classes were more likely to use at least one blood pressure-lowering medicine (adjusted OR 1·42, 95% CI 1·25-1·62; p<0·0001), combination therapy (1·26, 1·08-1·47; p=0·0038), and have their blood pressure controlled (1·13, 1·00-1·28; p=0·0562) than were those unable to afford the medicines. INTERPRETATION: A large proportion of communities in low-income and middle-income countries do not have access to more than one blood pressure-lowering medicine and, when available, they are often not affordable. These factors are associated with poor blood pressure control. Ensuring access to affordable blood pressure-lowering medicines is essential for control of hypertension in low-income and middle-income countries. FUNDING: Population Health Research Institute, the Canadian Institutes of Health Research, Heart and Stroke Foundation of Ontario, Canadian Institutes of Health Research Strategy for Patient Oriented Research through the Ontario SPOR Support Unit, the Ontario Ministry of Health and Long-Term Care, pharmaceutical companies (with major contributions from AstraZeneca [Canada], Sanofi Aventis [France and Canada], Boehringer Ingelheim [Germany amd Canada], Servier, and GlaxoSmithKline), Novartis and King Pharma, and national or local organisations in participating countries.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,003
score de la tête « metaresearch » (Gemma)0,007
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,014
Score d'incertitude au seuil0,028

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0030,007
Méta-épidémiologie (sens strict)0,0010,001
Méta-épidémiologie (sens large)0,0010,003
Bibliométrie0,0020,005
Études des sciences et des technologies0,0010,001
Communication savante0,0010,001
Science ouverte0,0010,002
Intégrité de la recherche0,0000,001
Charge utile insuffisante (le modèle a refusé de juger)0,0020,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,060
Tête enseignante GPT0,325
Écart entre enseignants0,265 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations214
Publié2017
Routes d'admission3
Résumé présentoui

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