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1. The Impact of Previsit Contextual Data Collection on Patient-Provider Communication and Patient Activation: Study Protocol for a Randomized Controlled Trial

Author

Holt, Jeana M, Cusatis, Rachel, Winn, Aaron, Asan, Onur, Spanbauer, Charles, Williams, Joni S, Flynn, Kathryn E, Somai, Melek, Laud, Purushottam, and Crotty, Bradley H

Subjects
Medicine, Computer applications to medicine. Medical informatics, R858-859.7
Abstract

BackgroundPatient-centered care is respectful of and responsive to individual patient preferences, needs, and values. To provide patient-centered care, clinicians need to know and incorporate patients’ context into their communication and care with patients. Patient contextual data (PCD) encompass social determinants of health and patients’ needs, values, goals, and preferences relevant to their care. PCD can be challenging to collect as a routine component of the time-limited primary care visit. ObjectiveThis study aims to determine if patient-provider communication and patient activation are different for patient users and patient nonusers of an electronic health record (EHR)–integrated PCD tool and assess if the impact of using PCD on patient-provider communication and patient activation differs for Black and White patients. MethodsWe describe a randomized controlled trial of a prospective cohort of non-Hispanic White and Black patients who receive primary care services at a midwestern academic health care system in the United States. We will evaluate whether providing PCD through a consumer informatics tool enhances patient-provider communication, as measured by the Communication Assessment Tool, and we will evaluate patient activation, as measured by the Patient Activation Measure for PCD tool users and nonusers. Furthermore, owing to racial disparities in care and communication, we seek to determine if the adoption and use of the tool might narrow the differences between patient groups. ResultsThe trial was funded in November 2017 and received local ethics review approval in February 2019. The study began recruitment in April 2019 and enrollment concluded in October 2019 with 301 participants. The analysis was completed in May 2020, and trial results are expected to be published in winter 2020. ConclusionsRecently, there has been increased attention to the role of health information technology tools to enable patients to collaborate with providers through the sharing of PCD. The adoption of such tools may overcome the barriers of current EHRs by directly engaging patients to submit their contextual data. Effectively, these tools would support the EHR in providing a more holistic understanding of the patient. Research further supports that individuals who have robust digital engagement using consumer informatics tools have higher participation in treatment follow-up and self-care across populations. Therefore, it is critical to investigate interventions that elicit and share patients’ social risks and care preferences with the health care team as a mechanism to improve individualized care and reduce the gap in health outcomes. Trial RegistrationClinicalTrials.gov NCT03766841; https://clinicaltrials.gov/ct2/show/NCT03766841 International Registered Report Identifier (IRRID)RR1-10.2196/20309

Published
2020
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4. Causal inference in medical records and complementary systems pharmacology for metformin drug repurposing towards dementia

Author

Charpignon, Marie-Laure, Vakulenko-Lagun, Bella, Zheng, Bang, Magdamo, Colin, Su, Bowen, Evans, Kyle, Rodriguez, Steve, Sokolov, Artem, Boswell, Sarah, Sheu, Yi-Han, Somai, Melek, Middleton, Lefkos, Hyman, Bradley T., Betensky, Rebecca A., Finkelstein, Stan N., Welsch, Roy E., Tzoulaki, Ioanna, Blacker, Deborah, Das, Sudeshna, and Albers, Mark W.

Published
2022
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14. Drug repurposing of metformin for Alzheimer’s disease: Combining causal inference in medical records data and systems pharmacology for biomarker identification

Author

Charpignon, Marie-Laure, primary, Vakulenko-Lagun, Bella, additional, Zheng, Bang, additional, Magdamo, Colin, additional, Su, Bowen, additional, Evans, Kyle, additional, Rodriguez, Steve, additional, Sokolov, Artem, additional, Boswell, Sarah, additional, Sheu, Yi-Han, additional, Somai, Melek, additional, Middleton, Lefkos, additional, Hyman, Bradley T., additional, Betensky, Rebecca A., additional, Finkelstein, Stan N., additional, Welsch, Roy E., additional, Tzoulaki, Ioanna, additional, Blacker, Deborah, additional, Das, Sudeshna, additional, and Albers, Mark W., additional

Published
2021
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18. Leveraging Data Science for Global Health

Author

Celi, Leo Anthony, Majumder, Maimuna S., Ordóñez, Patricia, Osorio, Juan Sebastian, Paik, Kenneth E., and Somai, Melek

Subjects
Health Informatics, Health Economics, Open Access, Big Data, Machine Learning, Artificial Intelligence, Digital Disease Surveillance, Health Mapping, Health Records for Non-Communicable Diseases, HealthMap, Tools for Clinical Trials, Medical equipment & techniques, Information technology: general issues, Health & safety aspects of IT, Health economics, bic Book Industry Communication::M Medicine::MB Medicine: general issues::MBG Medical equipment & techniques, bic Book Industry Communication::U Computing & information technology::UB Information technology: general issues::UBH Health & safety aspects of IT, bic Book Industry Communication::K Economics, finance, business & management::KC Economics::KCQ Health economics
Abstract

This open access book explores ways to leverage information technology and machine learning to combat disease and promote health, especially in resource-constrained settings. It focuses on digital disease surveillance through the application of machine learning to non-traditional data sources. Developing countries are uniquely prone to large-scale emerging infectious disease outbreaks due to disruption of ecosystems, civil unrest, and poor healthcare infrastructure – and without comprehensive surveillance, delays in outbreak identification, resource deployment, and case management can be catastrophic. In combination with context-informed analytics, students will learn how non-traditional digital disease data sources – including news media, social media, Google Trends, and Google Street View – can fill critical knowledge gaps and help inform on-the-ground decision-making when formal surveillance systems are insufficient.

Published
2020
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20. The Impact of Previsit Contextual Data Collection on Patient-Provider Communication and Patient Activation: Study Protocol for a Randomized Controlled Trial (Preprint)

Author

Holt, Jeana M, primary, Cusatis, Rachel, additional, Winn, Aaron, additional, Asan, Onur, additional, Spanbauer, Charles, additional, Williams, Joni S, additional, Flynn, Kathryn E, additional, Somai, Melek, additional, Laud, Purushottam, additional, and Crotty, Bradley H, additional

Published
2020
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22. Measuring performance on the Healthcare Access and Quality Index for 195 countries and territories and selected subnational locations: a systematic analysis from the Global Burden of Disease Study 2016

Author

Fullman, Nancy, Yearwood, Jamal, Abay, Solomon M, Abbafati, Cristiana, Abd-Allah, Foad, Abdela, Jemal, Abdelalim, Ahmed, Abebe, Zegeye, Abebo, Teshome Abuka, Aboyans, Victor, Abraha, Haftom Niguse, Abreu, Daisy M X, Abu-Raddad, Laith J, Adane, Akilew Awoke, Adedoyin, Rufus Adesoji, Adetokunboh, Olatunji, Adhikari, Tara Ballav, Afarideh, Mohsen, Afshin, Ashkan, Agarwal, Gina, Agius, Dominic, Agrawal, Anurag, Agrawal, Sutapa, Ahmad Kiadaliri, Aliasghar, Aichour, Miloud Taki Eddine, Akibu, Mohammed, Akinyemi, Rufus Olusola, Akinyemiju, Tomi F, Akseer, Nadia, Al Lami, Faris Hasan, Alahdab, Fares, Al-Aly, Ziyad, Alam, Khurshid, Alam, Tahiya, Alasfoor, Deena, Albittar, Mohammed I, Alene, Kefyalew Addis, Al-Eyadhy, Ayman, Ali, Syed Danish, Alijanzadeh, Mehran, Aljunid, Syed M, Alkerwi, Ala'a, Alla, François, Allebeck, Peter, Allen, Christine, Alomari, Mahmoud A, Al-Raddadi, Rajaa, Alsharif, Ubai, Altirkawi, Khalid A, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amenu, Kebede, Ammar, Walid, Amoako, Yaw Ampem, Anber, Nahla, Andrei, Catalina Liliana, Androudi, Sofia, Antonio, Carl Abelardo T, Araújo, Valdelaine E M, Aremu, Olatunde, Ärnlöv, Johan, Artaman, Al, Aryal, Krishna Kumar, Asayesh, Hamid, Asfaw, Ephrem Tsegay, Asgedom, Solomon Weldegebreal, Asghar, Rana Jawad, Ashebir, Mengistu Mitiku, Asseffa, Netsanet Abera, Atey, Tesfay Mehari, Atre, Sachin R, Atteraya, Madhu S, Avila-Burgos, Leticia, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Ayala Quintanilla, Beatriz Paulina, Ayalew, Animut Alebel, Ayele, Henok Tadesse, Ayer, Rakesh, Ayuk, Tambe Betrand, Azzopardi, Peter, Azzopardi-Muscat, Natasha, Babalola, Tesleem Kayode, Badali, Hamid, Badawi, Alaa, Banach, Maciej, Banerjee, Amitava, Banstola, Amrit, Barber, Ryan M, Barboza, Miguel A, Barker-Collo, Suzanne L, Bärnighausen, Till, Barquera, Simon, Barrero, Lope H, Bassat, Quique, Basu, Sanjay, Baune, Bernhard T, Bazargan-Hejazi, Shahrzad, Bedi, Neeraj, Beghi, Ettore, Behzadifar, Masoud, Behzadifar, Meysam, Bekele, Bayu Begashaw, Belachew, Abate Bekele, Belay, Saba Abraham, Belay, Yihalem Abebe, Bell, Michelle L, Bello, Aminu K, Bennett, Derrick A, Bennett, James R, Bensenor, Isabela M, Berhe, Derbew Fikadu, Bernabé, Eduardo, Bernstein, Robert Steven, Beuran, Mircea, Bhalla, Ashish, Bhatt, Paurvi, Bhaumik, Soumyadeep, Bhutta, Zulfiqar A, Biadgo, Belete, Bijani, Ali, Bikbov, Boris, Birungi, Charles, Biryukov, Stan, Bizuneh, Hailemichael, Bolliger, Ian W, Bolt, Kaylin, Bou-Orm, Ibrahim R, Bozorgmehr, Kayvan, Brady, Oliver Jerome, Brazinova, Alexandra, Breitborde, Nicholas J K, Brenner, Hermann, Britton, Gabrielle, Brugha, Traolach S, Butt, Zahid A, Cahuana-Hurtado, Lucero, Campos-Nonato, Ismael Ricardo, Campuzano, Julio Cesar, Car, Josip, Car, Mate, Cárdenas, Rosario, Carrero, Juan Jesus, Carvalho, Felix, Castañeda-Orjuela, Carlos A, Castillo Rivas, Jacqueline, Catalá-López, Ferrán, Cercy, Kelly, Chalek, Julian, Chang, Hsing-Yi, Chang, Jung-Chen, Chattopadhyay, Aparajita, Chaturvedi, Pankaj, Chiang, Peggy Pei-Chia, Chisumpa, Vesper Hichilombwe, Choi, Jee-Young J, Christensen, Hanne, Christopher, Devasahayam Jesudas, Chung, Sheng-Chia, Ciobanu, Liliana G, Cirillo, Massimo, Colombara, Danny, Conti, Sara, Cooper, Cyrus, Cornaby, Leslie, Cortesi, Paolo Angelo, Cortinovis, Monica, Costa Pereira, Alexandre, Cousin, Ewerton, Criqui, Michael H, Cromwell, Elizabeth A, Crowe, Christopher Stephen, Crump, John A, Daba, Alemneh Kabeta, Dachew, Berihun Assefa, Dadi, Abel Fekadu, Dandona, Lalit, Dandona, Rakhi, Dargan, Paul I, Daryani, Ahmad, Daryani, Maryam, Das, Jai, Das, Siddharth Kumar, das Neves, José, Davis Weaver, Nicole, Davletov, Kairat, de Courten, Barbora, De Leo, Diego, De Neve, Jan-Walter, Dellavalle, Robert P, Demoz, Gebre, Deribe, Kebede, Des Jarlais, Don C, Dey, Subhojit, Dharmaratne, Samath D, Dhimal, Meghnath, Djalalinia, Shirin, Doku, David Teye, Dolan, Kate, Dorsey, E Ray, dos Santos, Kadine Priscila Bender, Doyle, Kerrie E, Driscoll, Tim R, Dubey, Manisha, Dubljanin, Eleonora, Duncan, Bruce Bartholow, Echko, Michelle, Edessa, Dumessa, Edvardsson, David, Ehrlich, Joshua R, Eldrenkamp, Erika, El-Khatib, Ziad Ziad, Endres, Matthias, Endries, Aman Yesuf, Eshrati, Babak, Eskandarieh, Sharareh, Esteghamati, Alireza, Fakhar, Mahdi, Farag, Tamer, Faramarzi, Mahbobeh, Faraon, Emerito Jose Aquino, Faro, André, Farzadfar, Farshad, Fatusi, Adesegun, Fazeli, Mir Sohail, Feigin, Valery L, Feigl, Andrea B, Fentahun, Netsanet, Fereshtehnejad, Seyed-Mohammad, Fernandes, Eduarda, Fernandes, João C, Fijabi, Daniel Obadare, Filip, Irina, Fischer, Florian, Fitzmaurice, Christina, Flaxman, Abraham D, Flor, Luisa Sorio, Foigt, Nataliya, Foreman, Kyle J, Frostad, Joseph J, Fürst, Thomas, Futran, Neal D, Gakidou, Emmanuela, Gallus, Silvano, Gambashidze, Ketevan, Gamkrelidze, Amiran, Ganji, Morsaleh, Gebre, Abadi Kahsu, Gebrehiwot, Tsegaye Tewelde, Gebremedhin, Amanuel Tesfay, Gelaw, Yalemzewod Assefa, Geleijnse, Johanna M, Geremew, Demeke, Gething, Peter W, Ghadimi, Reza, Ghasemi Falavarjani, Khalil, Ghasemi-Kasman, Maryam, Gill, Paramjit Singh, Giref, Ababi Zergaw, Giroud, Maurice, Gishu, Melkamu Dedefo, Giussani, Giorgia, Godwin, William W, Goli, Srinivas, Gomez-Dantes, Hector, Gona, Philimon N, Goodridge, Amador, Gopalani, Sameer Vali, Goryakin, Yevgeniy, Goulart, Alessandra Carvalho, Grada, Ayman, Griswold, Max, Grosso, Giuseppe, Gugnani, Harish Chander, Guo, Yuming, Gupta, Rahul, Gupta, Rajeev, Gupta, Tanush, Gupta, Tarun, Gupta, Vipin, Haagsma, Juanita A, Hachinski, Vladimir, Hafezi-Nejad, Nima, Hailu, Gessessew Bugssa, Hamadeh, Randah Ribhi, Hamidi, Samer, Hankey, Graeme J, Harb, Hilda L, Harewood, Heather C, Harikrishnan, Sivadasanpillai, Haro, Josep Maria, Hassen, Hamid Yimam, Havmoeller, Rasmus, Hawley, Caitlin, Hay, Simon I, He, Jiawei, Hearps, Stephen J C, Hegazy, Mohamed I, Heibati, Behzad, Heidari, Mohsen, Hendrie, Delia, Henry, Nathaniel J, Herrera Ballesteros, Victor Hugo, Herteliu, Claudiu, Hibstu, Desalegn Tsegaw, Hiluf, Molla Kahssay, Hoek, Hans W, Homaie Rad, Enayatollah, Horita, Nobuyuki, Hosgood, H Dean, Hosseini, Mostafa, Hosseini, Seyed Reza, Hostiuc, Mihaela, Hostiuc, Sorin, Hoy, Damian G, Hsairi, Mohamed, Htet, Aung Soe, Hu, Guoqing, Huang, John J, Iburg, Kim Moesgaard, Idris, Fachmi, Igumbor, Ehimario Uche, Ikeda, Chad, Ileanu, Bogdan Vasile, Ilesanmi, Olayinka S, Innos, Kaire, Irvani, Seyed Sina Naghibi, Irvine, Caleb M S, Islami, Farhad, Jacobs, Troy A, Jacobsen, Kathryn H, Jahanmehr, Nader, Jain, Rajesh, Jain, Sudhir Kumar, Jakovljevic, Mihajlo B, Jalu, Moti Tolera, Jamal, Amr A, Javanbakht, Mehdi, Jayatilleke, Achala Upendra, Jeemon, Panniyammakal, Jha, Ravi Prakash, Jha, Vivekanand, Jóúwiak, Jacek, John, Oommen, Johnson, Sarah Charlotte, Jonas, Jost B, Joshua, Vasna, Jürisson, Mikk, Kabir, Zubair, Kadel, Rajendra, Kahsay, Amaha, Kalani, Rizwan, Kar, Chittaranjan, Karanikolos, Marina, Karch, André, Karema, Corine Kakizi, Karimi, Seyed M, Kasaeian, Amir, Kassa, Dessalegn Haile, Kassa, Getachew Mullu, Kassa, Tesfaye Dessale, Kassebaum, Nicholas J, Katikireddi, Srinivasa Vittal, Kaul, Anil, Kawakami, Norito, Kazanjan, Konstantin, Kebede, Seifu, Keiyoro, Peter Njenga, Kemp, Grant Rodgers, Kengne, Andre Pascal, Kereselidze, Maia, Ketema, Ezra Belay, Khader, Yousef Saleh, Khafaie, Morteza Abdullatif, Khajavi, Alireza, Khalil, Ibrahim A, Khan, Ejaz Ahmad, Khan, Gulfaraz, Khan, Md Nuruzzaman, Khan, Muhammad Ali, Khanal, Mukti Nath, Khang, Young-Ho, Khater, Mona M, Khoja, Abdullah Tawfih Abdullah, Khosravi, Ardeshir, Khubchandani, Jagdish, Kibret, Getiye Dejenu, Kiirithio, Daniel Ngari, Kim, Daniel, Kim, Yun Jin, Kimokoti, Ruth W, Kinfu, Yohannes, Kinra, Sanjay, Kisa, Adnan, Kissoon, Niranjan, Kochhar, Sonali, Kokubo, Yoshihiro, Kopec, Jacek A, Kosen, Soewarta, Koul, Parvaiz A, Koyanagi, Ai, Kravchenko, Michael, Krishan, Kewal, Krohn, Kristopher J, Kuate Defo, Barthelemy, Kumar, G Anil, Kumar, Pushpendra, Kutz, Michael, Kuzin, Igor, Kyu, Hmwe H, Lad, Deepesh Pravinkumar, Lafranconi, Alessandra, Lal, Dharmesh Kumar, Lalloo, Ratilal, Lam, Hilton, Lan, Qing, Lang, Justin J, Lansingh, Van C, Lansky, Sonia, Larsson, Anders, Latifi, Arman, Lazarus, Jeffrey Victor, Leasher, Janet L, Lee, Paul H, Legesse, Yirga, Leigh, James, Leshargie, Cheru Tesema, Leta, Samson, Leung, Janni, Leung, Ricky, Levi, Miriam, Li, Yongmei, Liang, Juan, Liben, Misgan Legesse, Lim, Lee-Ling, Lim, Stephen S, Lind, Margaret, Linn, Shai, Listl, Stefan, Liu, Patrick, Liu, Shiwei, Lodha, Rakesh, Lopez, Alan D, Lorch, Scott A, Lorkowski, Stefan, Lotufo, Paulo A, Lucas, Timothy C D, Lunevicius, Raimundas, Lurton, Grégoire, Lyons, Ronan A, Maalouf, Fadi, Macarayan, Erlyn Rachelle King, Mackay, Mark T, Maddison, Emilie R, Madotto, Fabiana, Magdy Abd El Razek, Hassan, Magdy Abd El Razek, Mohammed, Majdan, Marek, Majdzadeh, Reza, Majeed, Azeem, Malekzadeh, Reza, Malhotra, Rajesh, Malta, Deborah Carvalho, Mamun, Abdullah A, Manhertz, Trey, Manguerra, Helena, Mansournia, Mohammad Ali, Mantovani, Lorenzo G, Manyazewal, Tsegahun, Mapoma, Chabila C, Margono, Christopher, Martinez-Raga, Jose, Martins, Sheila Cristina Ouriques, Martins-Melo, Francisco Rogerlândio, Martopullo, Ira, März, Winfried, Massenburg, Benjamin Ballard, Mathur, Manu Raj, Maulik, Pallab K, Mazidi, Mohsen, McAlinden, Colm, McGrath, John J, McKee, Martin, Mehata, Suresh, Mehrotra, Ravi, Mehta, Kala M, Mehta, Varshil, Meier, Toni, Mejia-Rodriguez, Fabiola, Meles, Kidanu Gebremariam, Melku, Mulugeta, Memiah, Peter, Memish, Ziad A, Mendoza, Walter, Mengiste, Degu Abate, Mengistu, Desalegn Tadese, Menota, Bereket Gebremichael, Mensah, George A, Meretoja, Atte, Meretoja, Tuomo J, Mezgebe, Haftay Berhane, Miazgowski, Tomasz, Micha, Renata, Milam, Robert, Millear, Anoushka, Miller, Ted R, Mini, GK, Minnig, Shawn, Mirica, Andreea, Mirrakhimov, Erkin M, Misganaw, Awoke, Mitchell, Philip B, Mlashu, Fitsum Weldegebreal, Moazen, Babak, Mohammad, Karzan Abdulmuhsin, Mohammadibakhsh, Roghayeh, Mohammed, Ebrahim, Mohammed, Mohammed A, Mohammed, Shafiu, Mokdad, Ali H, Mola, Glen Liddell, Molokhia, Mariam, Momeniha, Fatemeh, Monasta, Lorenzo, Montañez Hernandez, Julio Cesar, Moosazadeh, Mahmood, Moradi-Lakeh, Maziar, Moraga, Paula, Morawska, Lidia, Moreno Velasquez, Ilais, Mori, Rintaro, Morrison, Shane D, Moses, Mark, Mousavi, Seyyed Meysam, Mueller, Ulrich O, Murhekar, Manoj, Murthy, Gudlavalleti Venkata Satyanarayana, Murthy, Srinivas, Musa, Jonah, Musa, Kamarul Imran, Mustafa, Ghulam, Muthupandian, Saravanan, Nagata, Chie, Nagel, Gabriele, Naghavi, Mohsen, Naheed, Aliya, Naik, Gurudatta A, Naik, Nitish, Najafi, Farid, Naldi, Luigi, Nangia, Vinay, Nansseu, Jobert Richie Njingang, Narayan, KM Venkat, Nascimento, Bruno Ramos, Negoi, Ionut, Negoi, Ruxandra Irina, Newton, Charles R, Ngunjiri, Josephine Wanjiku, Nguyen, Grant, Nguyen, Long, Nguyen, Trang Huyen, Nichols, Emma, Ningrum, Dina Nur Anggraini, Nolte, Ellen, Nong, Vuong Minh, Norheim, Ole F, Norrving, Bo, Noubiap, Jean Jacques N, Nyandwi, Alypio, Obermeyer, Carla Makhlouf, Ofori-Asenso, Richard, Ogbo, Felix Akpojene, Oh, In-Hwan, Oladimeji, Olanrewaju, Olagunju, Andrew Toyin, Olagunju, Tinuke Oluwasefunmi, Olivares, Pedro R, Oliveira, Patricia Pereira Vasconcelos de, Olsen, Helen E, Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Ong, Kanyin, Opio, John Nelson, Oren, Eyal, Ortega-Altamirano, Doris V, Ortiz, Alberto, Ozdemir, Raziye, PA, Mahesh, Pain, Amanda W, Palone, Marcos Roberto Tovani, Pana, Adrian, Panda-Jonas, Songhomitra, Pandian, Jeyaraj D, Park, Eun-Kee, Parsian, Hadi, Patel, Tejas, Pati, Sanghamitra, Patil, Snehal T, Patle, Ajay, Patton, George C, Paturi, Vishnupriya Rao, Paudel, Deepak, Pedroso, Marcel de Moares, Pedroza, Sandra P, Pereira, David M, Perico, Norberto, Peterson, Hannah, Petzold, Max, Peykari, Niloofar, Phillips, Michael Robert, Piel, Frédéric B, Pigott, David M, Pillay, Julian David, Piradov, Michael A, Polinder, Suzanne, Pond, Constance D, Postma, Maarten J, Pourmalek, Farshad, Prakash, Swayam, Prakash, V, Prasad, Narayan, Prasad, Noela Marie, Purcell, Caroline, Qorbani, Mostafa, Quintana, Hedley Knewjen, Radfar, Amir, Rafay, Anwar, Rafiei, Alireza, Rahimi, Kazem, Rahimi-Movaghar, Afarin, Rahimi-Movaghar, Vafa, Rahman, Mahfuzar, Rahman, Muhammad Aziz, Rahman, Sajjad Ur, Rai, Rajesh Kumar, Raju, Sree Bhushan, Ram, Usha, Rana, Saleem M, Rankin, Zane, Rasella, Davide, Rawaf, David Laith, Rawaf, Salman, Ray, Sarah E, Razo-García, Christian Aspacia, Reddy, Priscilla, Reiner, Robert C, Reis, Cesar, Reitsma, Marissa B, Remuzzi, Giuseppe, Renzaho, Andre M N, Resnikoff, Serge, Rezaei, Satar, Rezai, Mohammad Sadegh, Ribeiro, Antonio L, Rios Blancas, Maria Jesus, Rivera, Juan A, Roever, Leonardo, Ronfani, Luca, Roshandel, Gholamreza, Rostami, Ali, Roth, Gregory A, Rothenbacher, Dietrich, Roy, Ambuj, Roy, Nobhojit, Ruhago, George Mugambage, Sabde, Yogesh Damodar, Sachdev, Perminder S, Sadat, Nafis, Safdarian, Mahdi, Safiri, Saeid, Sagar, Rajesh, Sahebkar, Amirhossein, Sahraian, Mohammad Ali, Sajadi, Haniye Sadat, Salama, Joseph, Salamati, Payman, Saldanha, Raphael de Freitas, Salimzadeh, Hamideh, Salomon, Joshua A, Samy, Abdallah M, Sanabria, Juan Ramon, Sancheti, Parag K, Sanchez-Niño, Maria Dolores, Santomauro, Damian, Santos, Itamar S, Santric Milicevic, Milena M, Sarker, Abdur Razzaque, Sarrafzadegan, Nizal, Sartorius, Benn, Satpathy, Maheswar, Savic, Miloje, Sawhney, Monika, Saxena, Sonia, Saylan, Mete I, Schaeffner, Elke, Schmidhuber, Josef, Schmidt, Maria Inês, Schneider, Ione J C, Schumacher, Austin E, Schutte, Aletta E, Schwebel, David C, Schwendicke, Falk, Sekerija, Mario, Sepanlou, Sadaf G, Servan-Mori, Edson E, Shafieesabet, Azadeh, Shaikh, Masood Ali, Shakh-Nazarova, Marina, Shams-Beyranvand, Mehran, Sharafi, Heidar, Sharif-Alhoseini, Mahdi, Shariful Islam, Sheikh Mohammed, Sharma, Meenakshi, Sharma, Rajesh, She, Jun, Sheikh, Aziz, Shfare, Mebrahtu Teweldemedhin, Shi, Peilin, Shields, Chloe, Shigematsu, Mika, Shinohara, Yukito, Shiri, Rahman, Shirkoohi, Reza, Shiue, Ivy, Shrime, Mark G, Shukla, Sharvari Rahul, Siabani, Soraya, Sigfusdottir, Inga Dora, Silberberg, Donald H, Silva, Diego Augusto Santos, Silva, João Pedro, Silveira, Dayane Gabriele Alves, Singh, Jasvinder A, Singh, Lavanya, Singh, Narinder Pal, Singh, Virendra, Sinha, Dhirendra Narain, Sinke, Abiy Hiruye, Sisay, Mekonnen, Skirbekk, Vegard, Sliwa, Karen, Smith, Alison, Soares Filho, Adauto Martins, Sobaih, Badr H A, Somai, Melek, Soneji, Samir, Soofi, Moslem, Sorensen, Reed J D, Soriano, Joan B, Soyiri, Ireneous N, Sposato, Luciano A, Sreeramareddy, Chandrashekhar T, Srinivasan, Vinay, Stanaway, Jeffrey D, Stathopoulou, Vasiliki, Steel, Nicholas, Stein, Dan J, Stokes, Mark Andrew, Sturua, Lela, Sufiyan, Muawiyyah Babale, Suliankatchi, Rizwan Abdulkader, Sunguya, Bruno F, Sur, Patrick J, Sykes, Bryan L, Sylaja, PN, Tabarés-Seisdedos, Rafael, Tadakamadla, Santosh Kumar, Tadesse, Andualem Henok, Taffere, Getachew Redae, Tandon, Nikhil, Tariku, Amare Tariku, Taveira, Nuno, Tehrani-Banihashemi, Arash, Temam Shifa, Girma, Temsah, Mohamad-Hani, Terkawi, Abdullah Sulieman, Tesema, Azeb Gebresilassie, Tesfaye, Dawit Jember, Tessema, Belay, Thakur, JS, Thomas, Nihal, Thompson, Matthew J, Tillmann, Taavi, To, Quyen G, Tobe-Gai, Ruoyan, Tonelli, Marcello, Topor-Madry, Roman, Topouzis, Fotis, Torre, Anna, Tortajada, Miguel, Tran, Bach Xuan, Tran, Khanh Bao, Tripathi, Avnish, Tripathy, Srikanth Prasad, Troeger, Christopher, Truelsen, Thomas, Tsoi, Derrick, Tudor Car, Lorainne, Tuem, Kald Beshir, Tyrovolas, Stefanos, Uchendu, Uche S, Ukwaja, Kingsley N, Ullah, Irfan, Updike, Rachel, Uthman, Olalekan A, Uzochukwu, Benjamin S Chudi, Valdez, Pascual Rubén, van Boven, Job F M, Varughese, Santosh, Vasankari, Tommi, Violante, Francesco S, Vladimirov, Sergey K, Vlassov, Vasiliy Victorovich, Vollset, Stein Emil, Vos, Theo, Wagnew, Fasil, Waheed, Yasir, Wallin, Mitchell T, Walson, Judd L, Wang, Yafeng, Wang, Yuan-Pang, Wassie, Molla Mesele, Weaver, Marcia R, Weiderpass, Elisabete, Weintraub, Robert G, Weiss, Jordan, Weldegwergs, Kidu Gidey, Werdecker, Andrea, West, T Eoin, Westerman, Ronny, White, Richard G, Whiteford, Harvey A, Widecka, Justyna, Winkler, Andrea Sylvia, Wiysonge, Charles Shey, Wolfe, Charles DA, Wondimkun, Yohanes Ayele, Workicho, Abdulhalik, Wyper, Grant M A, Xavier, Denis, Xu, Gelin, Yan, Lijing L, Yano, Yuichiro, Yaseri, Mehdi, Yimer, Nigus Bililign, Yin, Peng, Yip, Paul, Yirsaw, Biruck Desalegn, Yonemoto, Naohiro, Yonga, Gerald, Yoon, Seok-Jun, Yotebieng, Marcel, Younis, Mustafa Z, Yu, Chuanhua, Zadnik, Vesna, Zaidi, Zoubida, Zaki, Maysaa El Sayed, Zaman, Sojib Bin, Zamani, Mohammad, Zenebe, Zerihun Menlkalew, Zhou, Maigeng, Zhu, Jun, Zimsen, Stephanie R M, Zipkin, Ben, Zodpey, Sanjay, Zuhlke, Liesl Joanna, Murray, Christopher J L, and Lozano, Rafael

Subjects
ddc
Published
2018

26. Measuring performance on the Healthcare Access and Quality Index for 195 countries and territories and selected subnational locations: a systematic analysis from the Global Burden of Disease Study 2016

Author

Fullman, Nancy, primary, Yearwood, Jamal, additional, Abay, Solomon M, additional, Abbafati, Cristiana, additional, Abd-Allah, Foad, additional, Abdela, Jemal, additional, Abdelalim, Ahmed, additional, Abebe, Zegeye, additional, Abebo, Teshome Abuka, additional, Aboyans, Victor, additional, Abraha, Haftom Niguse, additional, Abreu, Daisy M X, additional, Abu-Raddad, Laith J, additional, Adane, Akilew Awoke, additional, Adedoyin, Rufus Adesoji, additional, Adetokunboh, Olatunji, additional, Adhikari, Tara Ballav, additional, Afarideh, Mohsen, additional, Afshin, Ashkan, additional, Agarwal, Gina, additional, Agius, Dominic, additional, Agrawal, Anurag, additional, Agrawal, Sutapa, additional, Ahmad Kiadaliri, Aliasghar, additional, Aichour, Miloud Taki Eddine, additional, Akibu, Mohammed, additional, Akinyemi, Rufus Olusola, additional, Akinyemiju, Tomi F, additional, Akseer, Nadia, additional, Al Lami, Faris Hasan, additional, Alahdab, Fares, additional, Al-Aly, Ziyad, additional, Alam, Khurshid, additional, Alam, Tahiya, additional, Alasfoor, Deena, additional, Albittar, Mohammed I, additional, Alene, Kefyalew Addis, additional, Al-Eyadhy, Ayman, additional, Ali, Syed Danish, additional, Alijanzadeh, Mehran, additional, Aljunid, Syed M, additional, Alkerwi, Ala'a, additional, Alla, François, additional, Allebeck, Peter, additional, Allen, Christine, additional, Alomari, Mahmoud A, additional, Al-Raddadi, Rajaa, additional, Alsharif, Ubai, additional, Altirkawi, Khalid A, additional, Alvis-Guzman, Nelson, additional, Amare, Azmeraw T, additional, Amenu, Kebede, additional, Ammar, Walid, additional, Amoako, Yaw Ampem, additional, Anber, Nahla, additional, Andrei, Catalina Liliana, additional, Androudi, Sofia, additional, Antonio, Carl Abelardo T, additional, Araújo, Valdelaine E M, additional, Aremu, Olatunde, additional, Ärnlöv, Johan, additional, Artaman, Al, additional, Aryal, Krishna Kumar, additional, Asayesh, Hamid, additional, Asfaw, Ephrem Tsegay, additional, Asgedom, Solomon Weldegebreal, additional, Asghar, Rana Jawad, additional, Ashebir, Mengistu Mitiku, additional, Asseffa, Netsanet Abera, additional, Atey, Tesfay Mehari, additional, Atre, Sachin R, additional, Atteraya, Madhu S, additional, Avila-Burgos, Leticia, additional, Avokpaho, Euripide Frinel G Arthur, additional, Awasthi, Ashish, additional, Ayala Quintanilla, Beatriz Paulina, additional, Ayalew, Animut Alebel, additional, Ayele, Henok Tadesse, additional, Ayer, Rakesh, additional, Ayuk, Tambe Betrand, additional, Azzopardi, Peter, additional, Azzopardi-Muscat, Natasha, additional, Babalola, Tesleem Kayode, additional, Badali, Hamid, additional, Badawi, Alaa, additional, Banach, Maciej, additional, Banerjee, Amitava, additional, Banstola, Amrit, additional, Barber, Ryan M, additional, Barboza, Miguel A, additional, Barker-Collo, Suzanne L, additional, Bärnighausen, Till, additional, Barquera, Simon, additional, Barrero, Lope H, additional, Bassat, Quique, additional, Basu, Sanjay, additional, Baune, Bernhard T, additional, Bazargan-Hejazi, Shahrzad, additional, Bedi, Neeraj, additional, Beghi, Ettore, additional, Behzadifar, Masoud, additional, Behzadifar, Meysam, additional, Bekele, Bayu Begashaw, additional, Belachew, Abate Bekele, additional, Belay, Saba Abraham, additional, Belay, Yihalem Abebe, additional, Bell, Michelle L, additional, Bello, Aminu K, additional, Bennett, Derrick A, additional, Bennett, James R, additional, Bensenor, Isabela M, additional, Berhe, Derbew Fikadu, additional, Bernabé, Eduardo, additional, Bernstein, Robert Steven, additional, Beuran, Mircea, additional, Bhalla, Ashish, additional, Bhatt, Paurvi, additional, Bhaumik, Soumyadeep, additional, Bhutta, Zulfiqar A, additional, Biadgo, Belete, additional, Bijani, Ali, additional, Bikbov, Boris, additional, Birungi, Charles, additional, Biryukov, Stan, additional, Bizuneh, Hailemichael, additional, Bolliger, Ian W, additional, Bolt, Kaylin, additional, Bou-Orm, Ibrahim R, additional, Bozorgmehr, Kayvan, additional, Brady, Oliver Jerome, additional, Brazinova, Alexandra, additional, Breitborde, Nicholas J K, additional, Brenner, Hermann, additional, Britton, Gabrielle, additional, Brugha, Traolach S, additional, Butt, Zahid A, additional, Cahuana-Hurtado, Lucero, additional, Campos-Nonato, Ismael Ricardo, additional, Campuzano, Julio Cesar, additional, Car, Josip, additional, Car, Mate, additional, Cárdenas, Rosario, additional, Carrero, Juan Jesus, additional, Carvalho, Felix, additional, Castañeda-Orjuela, Carlos A, additional, Castillo Rivas, Jacqueline, additional, Catalá-López, Ferrán, additional, Cercy, Kelly, additional, Chalek, Julian, additional, Chang, Hsing-Yi, additional, Chang, Jung-Chen, additional, Chattopadhyay, Aparajita, additional, Chaturvedi, Pankaj, additional, Chiang, Peggy Pei-Chia, additional, Chisumpa, Vesper Hichilombwe, additional, Choi, Jee-Young J, additional, Christensen, Hanne, additional, Christopher, Devasahayam Jesudas, additional, Chung, Sheng-Chia, additional, Ciobanu, Liliana G, additional, Cirillo, Massimo, additional, Colombara, Danny, additional, Conti, Sara, additional, Cooper, Cyrus, additional, Cornaby, Leslie, additional, Cortesi, Paolo Angelo, additional, Cortinovis, Monica, additional, Costa Pereira, Alexandre, additional, Cousin, Ewerton, additional, Criqui, Michael H, additional, Cromwell, Elizabeth A, additional, Crowe, Christopher Stephen, additional, Crump, John A, additional, Daba, Alemneh Kabeta, additional, Dachew, Berihun Assefa, additional, Dadi, Abel Fekadu, additional, Dandona, Lalit, additional, Dandona, Rakhi, additional, Dargan, Paul I, additional, Daryani, Ahmad, additional, Daryani, Maryam, additional, Das, Jai, additional, Das, Siddharth Kumar, additional, das Neves, José, additional, Davis Weaver, Nicole, additional, Davletov, Kairat, additional, de Courten, Barbora, additional, De Leo, Diego, additional, De Neve, Jan-Walter, additional, Dellavalle, Robert P, additional, Demoz, Gebre, additional, Deribe, Kebede, additional, Des Jarlais, Don C, additional, Dey, Subhojit, additional, Dharmaratne, Samath D, additional, Dhimal, Meghnath, additional, Djalalinia, Shirin, additional, Doku, David Teye, additional, Dolan, Kate, additional, Dorsey, E Ray, additional, dos Santos, Kadine Priscila Bender, additional, Doyle, Kerrie E, additional, Driscoll, Tim R, additional, Dubey, Manisha, additional, Dubljanin, Eleonora, additional, Duncan, Bruce Bartholow, additional, Echko, Michelle, additional, Edessa, Dumessa, additional, Edvardsson, David, additional, Ehrlich, Joshua R, additional, Eldrenkamp, Erika, additional, El-Khatib, Ziad Ziad, additional, Endres, Matthias, additional, Endries, Aman Yesuf, additional, Eshrati, Babak, additional, Eskandarieh, Sharareh, additional, Esteghamati, Alireza, additional, Fakhar, Mahdi, additional, Farag, Tamer, additional, Faramarzi, Mahbobeh, additional, Faraon, Emerito Jose Aquino, additional, Faro, André, additional, Farzadfar, Farshad, additional, Fatusi, Adesegun, additional, Fazeli, Mir Sohail, additional, Feigin, Valery L, additional, Feigl, Andrea B, additional, Fentahun, Netsanet, additional, Fereshtehnejad, Seyed-Mohammad, additional, Fernandes, Eduarda, additional, Fernandes, João C, additional, Fijabi, Daniel Obadare, additional, Filip, Irina, additional, Fischer, Florian, additional, Fitzmaurice, Christina, additional, Flaxman, Abraham D, additional, Flor, Luisa Sorio, additional, Foigt, Nataliya, additional, Foreman, Kyle J, additional, Frostad, Joseph J, additional, Fürst, Thomas, additional, Futran, Neal D, additional, Gakidou, Emmanuela, additional, Gallus, Silvano, additional, Gambashidze, Ketevan, additional, Gamkrelidze, Amiran, additional, Ganji, Morsaleh, additional, Gebre, Abadi Kahsu, additional, Gebrehiwot, Tsegaye Tewelde, additional, Gebremedhin, Amanuel Tesfay, additional, Gelaw, Yalemzewod Assefa, additional, Geleijnse, Johanna M, additional, Geremew, Demeke, additional, Gething, Peter W, additional, Ghadimi, Reza, additional, Ghasemi Falavarjani, Khalil, additional, Ghasemi-Kasman, Maryam, additional, Gill, Paramjit Singh, additional, Giref, Ababi Zergaw, additional, Giroud, Maurice, additional, Gishu, Melkamu Dedefo, additional, Giussani, Giorgia, additional, Godwin, William W, additional, Goli, Srinivas, additional, Gomez-Dantes, Hector, additional, Gona, Philimon N, additional, Goodridge, Amador, additional, Gopalani, Sameer Vali, additional, Goryakin, Yevgeniy, additional, Goulart, Alessandra Carvalho, additional, Grada, Ayman, additional, Griswold, Max, additional, Grosso, Giuseppe, additional, Gugnani, Harish Chander, additional, Guo, Yuming, additional, Gupta, Rahul, additional, Gupta, Rajeev, additional, Gupta, Tanush, additional, Gupta, Tarun, additional, Gupta, Vipin, additional, Haagsma, Juanita A, additional, Hachinski, Vladimir, additional, Hafezi-Nejad, Nima, additional, Hailu, Gessessew Bugssa, additional, Hamadeh, Randah Ribhi, additional, Hamidi, Samer, additional, Hankey, Graeme J, additional, Harb, Hilda L, additional, Harewood, Heather C, additional, Harikrishnan, Sivadasanpillai, additional, Haro, Josep Maria, additional, Hassen, Hamid Yimam, additional, Havmoeller, Rasmus, additional, Hawley, Caitlin, additional, Hay, Simon I, additional, He, Jiawei, additional, Hearps, Stephen J C, additional, Hegazy, Mohamed I, additional, Heibati, Behzad, additional, Heidari, Mohsen, additional, Hendrie, Delia, additional, Henry, Nathaniel J, additional, Herrera Ballesteros, Victor Hugo, additional, Herteliu, Claudiu, additional, Hibstu, Desalegn Tsegaw, additional, Hiluf, Molla Kahssay, additional, Hoek, Hans W, additional, Homaie Rad, Enayatollah, additional, Horita, Nobuyuki, additional, Hosgood, H Dean, additional, Hosseini, Mostafa, additional, Hosseini, Seyed Reza, additional, Hostiuc, Mihaela, additional, Hostiuc, Sorin, additional, Hoy, Damian G, additional, Hsairi, Mohamed, additional, Htet, Aung Soe, additional, Hu, Guoqing, additional, Huang, John J, additional, Iburg, Kim Moesgaard, additional, Idris, Fachmi, additional, Igumbor, Ehimario Uche, additional, Ikeda, Chad, additional, Ileanu, Bogdan Vasile, additional, Ilesanmi, Olayinka S, additional, Innos, Kaire, additional, Irvani, Seyed Sina Naghibi, additional, Irvine, Caleb M S, additional, Islami, Farhad, additional, Jacobs, Troy A, additional, Jacobsen, Kathryn H, additional, Jahanmehr, Nader, additional, Jain, Rajesh, additional, Jain, Sudhir Kumar, additional, Jakovljevic, Mihajlo B, additional, Jalu, Moti Tolera, additional, Jamal, Amr A, additional, Javanbakht, Mehdi, additional, Jayatilleke, Achala Upendra, additional, Jeemon, Panniyammakal, additional, Jha, Ravi Prakash, additional, Jha, Vivekanand, additional, Jóúwiak, Jacek, additional, John, Oommen, additional, Johnson, Sarah Charlotte, additional, Jonas, Jost B, additional, Joshua, Vasna, additional, Jürisson, Mikk, additional, Kabir, Zubair, additional, Kadel, Rajendra, additional, Kahsay, Amaha, additional, Kalani, Rizwan, additional, Kar, Chittaranjan, additional, Karanikolos, Marina, additional, Karch, André, additional, Karema, Corine Kakizi, additional, Karimi, Seyed M, additional, Kasaeian, Amir, additional, Kassa, Dessalegn Haile, additional, Kassa, Getachew Mullu, additional, Kassa, Tesfaye Dessale, additional, Kassebaum, Nicholas J, additional, Katikireddi, Srinivasa Vittal, additional, Kaul, Anil, additional, Kawakami, Norito, additional, Kazanjan, Konstantin, additional, Kebede, Seifu, additional, Keiyoro, Peter Njenga, additional, Kemp, Grant Rodgers, additional, Kengne, Andre Pascal, additional, Kereselidze, Maia, additional, Ketema, Ezra Belay, additional, Khader, Yousef Saleh, additional, Khafaie, Morteza Abdullatif, additional, Khajavi, Alireza, additional, Khalil, Ibrahim A, additional, Khan, Ejaz Ahmad, additional, Khan, Gulfaraz, additional, Khan, Md Nuruzzaman, additional, Khan, Muhammad Ali, additional, Khanal, Mukti Nath, additional, Khang, Young-Ho, additional, Khater, Mona M, additional, Khoja, Abdullah Tawfih Abdullah, additional, Khosravi, Ardeshir, additional, Khubchandani, Jagdish, additional, Kibret, Getiye Dejenu, additional, Kiirithio, Daniel Ngari, additional, Kim, Daniel, additional, Kim, Yun Jin, additional, Kimokoti, Ruth W, additional, Kinfu, Yohannes, additional, Kinra, Sanjay, additional, Kisa, Adnan, additional, Kissoon, Niranjan, additional, Kochhar, Sonali, additional, Kokubo, Yoshihiro, additional, Kopec, Jacek A, additional, Kosen, Soewarta, additional, Koul, Parvaiz A, additional, Koyanagi, Ai, additional, Kravchenko, Michael, additional, Krishan, Kewal, additional, Krohn, Kristopher J, additional, Kuate Defo, Barthelemy, additional, Kumar, G Anil, additional, Kumar, Pushpendra, additional, Kutz, Michael, additional, Kuzin, Igor, additional, Kyu, Hmwe H, additional, Lad, Deepesh Pravinkumar, additional, Lafranconi, Alessandra, additional, Lal, Dharmesh Kumar, additional, Lalloo, Ratilal, additional, Lam, Hilton, additional, Lan, Qing, additional, Lang, Justin J, additional, Lansingh, Van C, additional, Lansky, Sonia, additional, Larsson, Anders, additional, Latifi, Arman, additional, Lazarus, Jeffrey Victor, additional, Leasher, Janet L, additional, Lee, Paul H, additional, Legesse, Yirga, additional, Leigh, James, additional, Leshargie, Cheru Tesema, additional, Leta, Samson, additional, Leung, Janni, additional, Leung, Ricky, additional, Levi, Miriam, additional, Li, Yongmei, additional, Liang, Juan, additional, Liben, Misgan Legesse, additional, Lim, Lee-Ling, additional, Lim, Stephen S, additional, Lind, Margaret, additional, Linn, Shai, additional, Listl, Stefan, additional, Liu, Patrick, additional, Liu, Shiwei, additional, Lodha, Rakesh, additional, Lopez, Alan D, additional, Lorch, Scott A, additional, Lorkowski, Stefan, additional, Lotufo, Paulo A, additional, Lucas, Timothy C D, additional, Lunevicius, Raimundas, additional, Lurton, Grégoire, additional, Lyons, Ronan A, additional, Maalouf, Fadi, additional, Macarayan, Erlyn Rachelle King, additional, Mackay, Mark T, additional, Maddison, Emilie R, additional, Madotto, Fabiana, additional, Magdy Abd El Razek, Hassan, additional, Magdy Abd El Razek, Mohammed, additional, Majdan, Marek, additional, Majdzadeh, Reza, additional, Majeed, Azeem, additional, Malekzadeh, Reza, additional, Malhotra, Rajesh, additional, Malta, Deborah Carvalho, additional, Mamun, Abdullah A, additional, Manhertz, Trey, additional, Manguerra, Helena, additional, Mansournia, Mohammad Ali, additional, Mantovani, Lorenzo G, additional, Manyazewal, Tsegahun, additional, Mapoma, Chabila C, additional, Margono, Christopher, additional, Martinez-Raga, Jose, additional, Martins, Sheila Cristina Ouriques, additional, Martins-Melo, Francisco Rogerlândio, additional, Martopullo, Ira, additional, März, Winfried, additional, Massenburg, Benjamin Ballard, additional, Mathur, Manu Raj, additional, Maulik, Pallab K, additional, Mazidi, Mohsen, additional, McAlinden, Colm, additional, McGrath, John J, additional, McKee, Martin, additional, Mehata, Suresh, additional, Mehrotra, Ravi, additional, Mehta, Kala M, additional, Mehta, Varshil, additional, Meier, Toni, additional, Mejia-Rodriguez, Fabiola, additional, Meles, Kidanu Gebremariam, additional, Melku, Mulugeta, additional, Memiah, Peter, additional, Memish, Ziad A, additional, Mendoza, Walter, additional, Mengiste, Degu Abate, additional, Mengistu, Desalegn Tadese, additional, Menota, Bereket Gebremichael, additional, Mensah, George A, additional, Meretoja, Atte, additional, Meretoja, Tuomo J, additional, Mezgebe, Haftay Berhane, additional, Miazgowski, Tomasz, additional, Micha, Renata, additional, Milam, Robert, additional, Millear, Anoushka, additional, Miller, Ted R, additional, Mini, GK, additional, Minnig, Shawn, additional, Mirica, Andreea, additional, Mirrakhimov, Erkin M, additional, Misganaw, Awoke, additional, Mitchell, Philip B, additional, Mlashu, Fitsum Weldegebreal, additional, Moazen, Babak, additional, Mohammad, Karzan Abdulmuhsin, additional, Mohammadibakhsh, Roghayeh, additional, Mohammed, Ebrahim, additional, Mohammed, Mohammed A, additional, Mohammed, Shafiu, additional, Mokdad, Ali H, additional, Mola, Glen Liddell, additional, Molokhia, Mariam, additional, Momeniha, Fatemeh, additional, Monasta, Lorenzo, additional, Montañez Hernandez, Julio Cesar, additional, Moosazadeh, Mahmood, additional, Moradi-Lakeh, Maziar, additional, Moraga, Paula, additional, Morawska, Lidia, additional, Moreno Velasquez, Ilais, additional, Mori, Rintaro, additional, Morrison, Shane D, additional, Moses, Mark, additional, Mousavi, Seyyed Meysam, additional, Mueller, Ulrich O, additional, Murhekar, Manoj, additional, Murthy, Gudlavalleti Venkata Satyanarayana, additional, Murthy, Srinivas, additional, Musa, Jonah, additional, Musa, Kamarul Imran, additional, Mustafa, Ghulam, additional, Muthupandian, Saravanan, additional, Nagata, Chie, additional, Nagel, Gabriele, additional, Naghavi, Mohsen, additional, Naheed, Aliya, additional, Naik, Gurudatta A, additional, Naik, Nitish, additional, Najafi, Farid, additional, Naldi, Luigi, additional, Nangia, Vinay, additional, Nansseu, Jobert Richie Njingang, additional, Narayan, KM Venkat, additional, Nascimento, Bruno Ramos, additional, Negoi, Ionut, additional, Negoi, Ruxandra Irina, additional, Newton, Charles R, additional, Ngunjiri, Josephine Wanjiku, additional, Nguyen, Grant, additional, Nguyen, Long, additional, Nguyen, Trang Huyen, additional, Nichols, Emma, additional, Ningrum, Dina Nur Anggraini, additional, Nolte, Ellen, additional, Nong, Vuong Minh, additional, Norheim, Ole F, additional, Norrving, Bo, additional, Noubiap, Jean Jacques N, additional, Nyandwi, Alypio, additional, Obermeyer, Carla Makhlouf, additional, Ofori-Asenso, Richard, additional, Ogbo, Felix Akpojene, additional, Oh, In-Hwan, additional, Oladimeji, Olanrewaju, additional, Olagunju, Andrew Toyin, additional, Olagunju, Tinuke Oluwasefunmi, additional, Olivares, Pedro R, additional, Oliveira, Patricia Pereira Vasconcelos de, additional, Olsen, Helen E, additional, Olusanya, Bolajoko Olubukunola, additional, Olusanya, Jacob Olusegun, additional, Ong, Kanyin, additional, Opio, John Nelson, additional, Oren, Eyal, additional, Ortega-Altamirano, Doris V, additional, Ortiz, Alberto, additional, Ozdemir, Raziye, additional, PA, Mahesh, additional, Pain, Amanda W, additional, Palone, Marcos Roberto Tovani, additional, Pana, Adrian, additional, Panda-Jonas, Songhomitra, additional, Pandian, Jeyaraj D, additional, Park, Eun-Kee, additional, Parsian, Hadi, additional, Patel, Tejas, additional, Pati, Sanghamitra, additional, Patil, Snehal T, additional, Patle, Ajay, additional, Patton, George C, additional, Paturi, Vishnupriya Rao, additional, Paudel, Deepak, additional, Pedroso, Marcel de Moares, additional, Pedroza, Sandra P, additional, Pereira, David M, additional, Perico, Norberto, additional, Peterson, Hannah, additional, Petzold, Max, additional, Peykari, Niloofar, additional, Phillips, Michael Robert, additional, Piel, Frédéric B, additional, Pigott, David M, additional, Pillay, Julian David, additional, Piradov, Michael A, additional, Polinder, Suzanne, additional, Pond, Constance D, additional, Postma, Maarten J, additional, Pourmalek, Farshad, additional, Prakash, Swayam, additional, Prakash, V, additional, Prasad, Narayan, additional, Prasad, Noela Marie, additional, Purcell, Caroline, additional, Qorbani, Mostafa, additional, Quintana, Hedley Knewjen, additional, Radfar, Amir, additional, Rafay, Anwar, additional, Rafiei, Alireza, additional, Rahimi, Kazem, additional, Rahimi-Movaghar, Afarin, additional, Rahimi-Movaghar, Vafa, additional, Rahman, Mahfuzar, additional, Rahman, Muhammad Aziz, additional, Rahman, Sajjad Ur, additional, Rai, Rajesh Kumar, additional, Raju, Sree Bhushan, additional, Ram, Usha, additional, Rana, Saleem M, additional, Rankin, Zane, additional, Rasella, Davide, additional, Rawaf, David Laith, additional, Rawaf, Salman, additional, Ray, Sarah E, additional, Razo-García, Christian Aspacia, additional, Reddy, Priscilla, additional, Reiner, Robert C, additional, Reis, Cesar, additional, Reitsma, Marissa B, additional, Remuzzi, Giuseppe, additional, Renzaho, Andre M N, additional, Resnikoff, Serge, additional, Rezaei, Satar, additional, Rezai, Mohammad Sadegh, additional, Ribeiro, Antonio L, additional, Rios Blancas, Maria Jesus, additional, Rivera, Juan A, additional, Roever, Leonardo, additional, Ronfani, Luca, additional, Roshandel, Gholamreza, additional, Rostami, Ali, additional, Roth, Gregory A, additional, Rothenbacher, Dietrich, additional, Roy, Ambuj, additional, Roy, Nobhojit, additional, Ruhago, George Mugambage, additional, Sabde, Yogesh Damodar, additional, Sachdev, Perminder S, additional, Sadat, Nafis, additional, Safdarian, Mahdi, additional, Safiri, Saeid, additional, Sagar, Rajesh, additional, Sahebkar, Amirhossein, additional, Sahraian, Mohammad Ali, additional, Sajadi, Haniye Sadat, additional, Salama, Joseph, additional, Salamati, Payman, additional, Saldanha, Raphael de Freitas, additional, Salimzadeh, Hamideh, additional, Salomon, Joshua A, additional, Samy, Abdallah M, additional, Sanabria, Juan Ramon, additional, Sancheti, Parag K, additional, Sanchez-Niño, Maria Dolores, additional, Santomauro, Damian, additional, Santos, Itamar S, additional, Santric Milicevic, Milena M, additional, Sarker, Abdur Razzaque, additional, Sarrafzadegan, Nizal, additional, Sartorius, Benn, additional, Satpathy, Maheswar, additional, Savic, Miloje, additional, Sawhney, Monika, additional, Saxena, Sonia, additional, Saylan, Mete I, additional, Schaeffner, Elke, additional, Schmidhuber, Josef, additional, Schmidt, Maria Inês, additional, Schneider, Ione J C, additional, Schumacher, Austin E, additional, Schutte, Aletta E, additional, Schwebel, David C, additional, Schwendicke, Falk, additional, Sekerija, Mario, additional, Sepanlou, Sadaf G, additional, Servan-Mori, Edson E, additional, Shafieesabet, Azadeh, additional, Shaikh, Masood Ali, additional, Shakh-Nazarova, Marina, additional, Shams-Beyranvand, Mehran, additional, Sharafi, Heidar, additional, Sharif-Alhoseini, Mahdi, additional, Shariful Islam, Sheikh Mohammed, additional, Sharma, Meenakshi, additional, Sharma, Rajesh, additional, She, Jun, additional, Sheikh, Aziz, additional, Shfare, Mebrahtu Teweldemedhin, additional, Shi, Peilin, additional, Shields, Chloe, additional, Shigematsu, Mika, additional, Shinohara, Yukito, additional, Shiri, Rahman, additional, Shirkoohi, Reza, additional, Shiue, Ivy, additional, Shrime, Mark G, additional, Shukla, Sharvari Rahul, additional, Siabani, Soraya, additional, Sigfusdottir, Inga Dora, additional, Silberberg, Donald H, additional, Silva, Diego Augusto Santos, additional, Silva, João Pedro, additional, Silveira, Dayane Gabriele Alves, additional, Singh, Jasvinder A, additional, Singh, Lavanya, additional, Singh, Narinder Pal, additional, Singh, Virendra, additional, Sinha, Dhirendra Narain, additional, Sinke, Abiy Hiruye, additional, Sisay, Mekonnen, additional, Skirbekk, Vegard, additional, Sliwa, Karen, additional, Smith, Alison, additional, Soares Filho, Adauto Martins, additional, Sobaih, Badr H A, additional, Somai, Melek, additional, Soneji, Samir, additional, Soofi, Moslem, additional, Sorensen, Reed J D, additional, Soriano, Joan B, additional, Soyiri, Ireneous N, additional, Sposato, Luciano A, additional, Sreeramareddy, Chandrashekhar T, additional, Srinivasan, Vinay, additional, Stanaway, Jeffrey D, additional, Stathopoulou, Vasiliki, additional, Steel, Nicholas, additional, Stein, Dan J, additional, Stokes, Mark Andrew, additional, Sturua, Lela, additional, Sufiyan, Muawiyyah Babale, additional, Suliankatchi, Rizwan Abdulkader, additional, Sunguya, Bruno F, additional, Sur, Patrick J, additional, Sykes, Bryan L, additional, Sylaja, PN, additional, Tabarés-Seisdedos, Rafael, additional, Tadakamadla, Santosh Kumar, additional, Tadesse, Andualem Henok, additional, Taffere, Getachew Redae, additional, Tandon, Nikhil, additional, Tariku, Amare Tariku, additional, Taveira, Nuno, additional, Tehrani-Banihashemi, Arash, additional, Temam Shifa, Girma, additional, Temsah, Mohamad-Hani, additional, Terkawi, Abdullah Sulieman, additional, Tesema, Azeb Gebresilassie, additional, Tesfaye, Dawit Jember, additional, Tessema, Belay, additional, Thakur, JS, additional, Thomas, Nihal, additional, Thompson, Matthew J, additional, Tillmann, Taavi, additional, To, Quyen G, additional, Tobe-Gai, Ruoyan, additional, Tonelli, Marcello, additional, Topor-Madry, Roman, additional, Topouzis, Fotis, additional, Torre, Anna, additional, Tortajada, Miguel, additional, Tran, Bach Xuan, additional, Tran, Khanh Bao, additional, Tripathi, Avnish, additional, Tripathy, Srikanth Prasad, additional, Troeger, Christopher, additional, Truelsen, Thomas, additional, Tsoi, Derrick, additional, Tudor Car, Lorainne, additional, Tuem, Kald Beshir, additional, Tyrovolas, Stefanos, additional, Uchendu, Uche S, additional, Ukwaja, Kingsley N, additional, Ullah, Irfan, additional, Updike, Rachel, additional, Uthman, Olalekan A, additional, Uzochukwu, Benjamin S Chudi, additional, Valdez, Pascual Rubén, additional, van Boven, Job F M, additional, Varughese, Santosh, additional, Vasankari, Tommi, additional, Violante, Francesco S, additional, Vladimirov, Sergey K, additional, Vlassov, Vasiliy Victorovich, additional, Vollset, Stein Emil, additional, Vos, Theo, additional, Wagnew, Fasil, additional, Waheed, Yasir, additional, Wallin, Mitchell T, additional, Walson, Judd L, additional, Wang, Yafeng, additional, Wang, Yuan-Pang, additional, Wassie, Molla Mesele, additional, Weaver, Marcia R, additional, Weiderpass, Elisabete, additional, Weintraub, Robert G, additional, Weiss, Jordan, additional, Weldegwergs, Kidu Gidey, additional, Werdecker, Andrea, additional, West, T Eoin, additional, Westerman, Ronny, additional, White, Richard G, additional, Whiteford, Harvey A, additional, Widecka, Justyna, additional, Winkler, Andrea Sylvia, additional, Wiysonge, Charles Shey, additional, Wolfe, Charles DA, additional, Wondimkun, Yohanes Ayele, additional, Workicho, Abdulhalik, additional, Wyper, Grant M A, additional, Xavier, Denis, additional, Xu, Gelin, additional, Yan, Lijing L, additional, Yano, Yuichiro, additional, Yaseri, Mehdi, additional, Yimer, Nigus Bililign, additional, Yin, Peng, additional, Yip, Paul, additional, Yirsaw, Biruck Desalegn, additional, Yonemoto, Naohiro, additional, Yonga, Gerald, additional, Yoon, Seok-Jun, additional, Yotebieng, Marcel, additional, Younis, Mustafa Z, additional, Yu, Chuanhua, additional, Zadnik, Vesna, additional, Zaidi, Zoubida, additional, Zaki, Maysaa El Sayed, additional, Zaman, Sojib Bin, additional, Zamani, Mohammad, additional, Zenebe, Zerihun Menlkalew, additional, Zhou, Maigeng, additional, Zhu, Jun, additional, Zimsen, Stephanie R M, additional, Zipkin, Ben, additional, Zodpey, Sanjay, additional, Zuhlke, Liesl Joanna, additional, Murray, Christopher J L, additional, and Lozano, Rafael, additional

Published
2018
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28. CARE CAMPUS. A EUROPEAN CONSORTIUM MODEL TO SUPPORT FORMAL AND INFORMAL CAREGIVING TRAINING

Author

Somai, Melek, primary, Lilienthal, Anneliese, additional, Cerga, Arlinda, additional, Abbott, Karen, additional, Villars, Helene, additional, Gomez, Barbara, additional, Malva, João, additional, Alksten, Lena, additional, Giraud, Stephanie, additional, Owen, Laurie, additional, Lanterri, Fabien, additional, Nissim, Sylvia, additional, Boutet-Rixe, Christine, additional, Ottiglio, Mario, additional, Hodin, Mike, additional, Traver, Vincente, additional, Heap, Amie N, additional, Manus, Caroline, additional, Kivipelto, Miia, additional, Guidetti, Susanne, additional, Sundberg, Carl Johan, additional, Hagströmer, Maria, additional, Pathkiller, Suzanne, additional, Morales Pérez, Kristal, additional, Belan, Mark, additional, Manson, Alexandra, additional, Shimshon, Gideon, additional, Brocklebank, Trevor, additional, Muir, Elizabeth, additional, Leeson, George, additional, Consel, Charles, additional, Harper, Sarah, additional, Leng, Theng Yin, additional, Hoog, Jan-Olov, additional, Asaba, Eric, additional, and Middleton, Lefkos, additional

Published
2018
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31. Scaling Care Coordination Through Digital Engagement: Stepped-Wedge Trial Assessing Readmissions.

Author

Polovneff, Alexandra, Shah, Neemit, Janardan, Abhishek, Smith, Erika, Pasillas, Ivan, Mortensen, Natalie, Holt, Jeana M., Somai, Melek, Sparapani, Rodney, and Crotty, Bradley

Subjects
*PATIENT aftercare, *MEDICAL quality control, *EVALUATION of human services programs, *HEALTH services accessibility, *CONFIDENCE intervals, *TRANSITIONAL care, *PATIENT readmissions, *MEDICAL care, *DIGITAL health, *CONTINUUM of care, *RISK assessment, *HUMAN services programs, *RANDOMIZED controlled trials, *PRIMARY health care, *CLUSTER analysis (Statistics), *STATISTICAL sampling, *LOGISTIC regression analysis, *PATIENT-professional relations, *INTENTION, *DISCHARGE planning, *RESOURCE-limited settings
Abstract

OBJECTIVES: Transitions of care are pivotal, vulnerable times as patients are discharged from the hospital. Telephonic care coordination is standard care, but labor intensive. We implemented a patient postdischarge digital engagement (PDDE) program to scale coordination. We hypothesized that PDDE could reduce readmissions for low-risk patients and supplement care coordination for medium- and high-risk patients. STUDY DESIGN: Pragmatic, stepped-wedge cluster randomization trial with 5 implementation waves based upon primary care clinic region. METHODS: All inpatient hospital discharges between March 2020 and November 2020 were stratified by readmission risk. Low-risk patients were offered access to PDDE, and moderate-risk and high-risk patients were offered access to PDDE and care coordination. Readmission was defined as an unplanned inpatient admission within 30 days from discharge. An intention-to-treat primary analysis was conducted using mixed-effects logistic regression clustering for wave; a treatment-on-the-treated analysis was also conducted to assess the impact among program users. RESULTS: A total of 5490 patient discharges were examined (2735 control; 2755 intervention); 1949 patients were high risk, 2032 were medium risk, and 1509 were low risk. PDDE intervention did not significantly affect readmission among low-risk (95% CI, -0.23 to 0.90; P = .23), medium-risk (95% CI, -0.14 to 0.60; P = .21), and high-risk (95% CI, -0.32 to 0.64; P = .48) groups after adjustment for time and patient factors. In a treatment-on-the-treated analysis, among patients who activated the PDDE program, readmission was also similar among the low-, medium-, and high-risk cohorts. CONCLUSIONS: Our study expanded resource-limited care coordination by offering low-risk patients a service they were unable to receive previously while having no impact on readmission. PDDE efficiently provided additional touch points between patients and providers. [ABSTRACT FROM AUTHOR]

Published
2024
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34. Sana.PCHR: Patient-Controlled Electronic Health Records for Refugees

Author

McSharry, Patrick, Prawira Putra, Andre, Shin, Rachel, Waring, Olivia Mae, Majumder, Maiamuna S., McCague, Ned, Dagan, Alon, Paik, Kenneth E., Celi, Leo Anthony, Celi, Leo Anthony, editor, Majumder, Maimuna S., editor, Ordóñez, Patricia, editor, Osorio, Juan Sebastian, editor, Paik, Kenneth E., editor, and Somai, Melek, editor

Published
2020
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37. A Digital Tool to Improve Patient Recruitment and Retention in Clinical Trials in Rural Colombia—A Preliminary Investigation for Cutaneous Leishmaniasis Research at Programa de Estudio y Control de Enfermedades Tropicales (PECET)

Author

Little, James Alexander, Harwood, Elizabeth, Pradhan, Roma, Omere, Suki, Celi, Leo Anthony, editor, Majumder, Maimuna S., editor, Ordóñez, Patricia, editor, Osorio, Juan Sebastian, editor, Paik, Kenneth E., editor, and Somai, Melek, editor

Published
2020
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39. Ethics in Health Data Science

Author

MacPherson, Yvonne, Pham, Kathy, Celi, Leo Anthony, editor, Majumder, Maimuna S., editor, Ordóñez, Patricia, editor, Osorio, Juan Sebastian, editor, Paik, Kenneth E., editor, and Somai, Melek, editor

Published
2020
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40. Data Integration for Urban Health

Author

Lai, Yuan, Stone, David J., Celi, Leo Anthony, editor, Majumder, Maimuna S., editor, Ordóñez, Patricia, editor, Osorio, Juan Sebastian, editor, Paik, Kenneth E., editor, and Somai, Melek, editor

Published
2020
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42. Mbarara University of Science and Technology (MUST) : An Overview of Data Science Innovations, Challenges and Limitations Towards Real-World Implementations in Global Health

Author

Kimera, Richard, Kaggwa, Fred, Mwavu, Rogers, Mugonza, Robert, Tumuhimbise, Wilson, Munguci, Gloria, Kamuganga, Francis, Celi, Leo Anthony, editor, Majumder, Maimuna S., editor, Ordóñez, Patricia, editor, Osorio, Juan Sebastian, editor, Paik, Kenneth E., editor, and Somai, Melek, editor

Published
2020
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45. Applied Statistical Learning in Python

Author

Chiew, Calvin J., Celi, Leo Anthony, editor, Majumder, Maimuna S., editor, Ordóñez, Patricia, editor, Osorio, Juan Sebastian, editor, Paik, Kenneth E., editor, and Somai, Melek, editor

Published
2020
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