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PT AU BA BE GP AF BF CA TI SO SE BS LA DT CT CY CL SP HO DE ID AB C1 C3 RP EM RI OI FU FP FX CR NR TC Z9 U1 U2 PU PI PA SN EI BN J9 JI PD PY VL IS PN SU SI MA BP EP AR DI DL D2 EA PG WC WE SC GA PM OA HC HP DA UT J Takiya, H; Negreiros, I; Yamamura, CLK; Quintanilha, JA; Machado, CAS; Abiko, A; de Campos, CI; Pessoa, MSD; Berssaneti, FT Takiya, Harmi; Negreiros, Iara; Kenji Yamamura, Charles Lincoln; Quintanilha, Jose Alberto; Soares Machado, Claudia Aparecida; Abiko, Alex; de Campos, Cintia Isabel; de Paula Pessoa, Marcelo Schneck; Berssaneti, Fernando Tobal Application of Open Government Data to Sustainable City Indicators: A Megacity Case Study SUSTAINABILITY English Article ISO 37120; ISO 37122; ISO 37123; urban indicators; transparency; Sao Paulo DATA PORTALS; CITIES; ADOPTION; TRANSPARENCY; BENCHMARKING; INNOVATION; POLICY; MODEL The access to open government data has been a relevant topic for societies around the world, especially over the last ten years. This paper aims to analyze the indicators of the Sao Paulo City Observatory (ObservaSampa), confronting them with the ISO 3712x series (sustainable, smart, and resilient cities) standards, to assess if the former meet both open data principles and the ISO prescriptions. Bibliometric analysis, comparative analysis, cluster analysis, and principal component analysis (PCA) were the methods used in this research. From the comparative analysis, 18 indicators were identified as conforming and 41 as partially conforming. Thus, 20% of the ObservaSampa indicators adhere to the ISO standards. The PCA applied to the conforming indicators shows component 1 is related to socioeconomic dimensions, while component 2 refers to social policy, with both appraisals confirmed by cluster analysis. Measuring and presenting city data in compliance with indicator standards is relevant because they open the possibility of comparing different cities. However, there is still a lack of consensus on a common set of indicators to be accommodated within the current ISO standards system. [Takiya, Harmi; Kenji Yamamura, Charles Lincoln; de Paula Pessoa, Marcelo Schneck; Berssaneti, Fernando Tobal] Univ Sao Paulo, Polytech Sch, Dept Prod Engn, BR-05508010 Sao Paulo, Brazil; [Takiya, Harmi] Court Auditors City Sao Paulo, Presidents Off, BR-04027000 Sao Paulo, Brazil; [Negreiros, Iara; Abiko, Alex] Univ Sao Paulo, Polytech Sch, Dept Civil Construct Engn, BR-05508010 Sao Paulo, Brazil; [Quintanilha, Jose Alberto] Univ Sao Paulo, Inst Energy & Environm, BR-05508010 Sao Paulo, Brazil; [Soares Machado, Claudia Aparecida] Univ Sao Paulo, Polytech Sch, Dept Transportat Engn, BR-05508070 Sao Paulo, Brazil; [de Campos, Cintia Isabel] Univ Fed Goias, Fac Sci & Technol, Rua Mucuri S-N Setor Conde Arcos, BR-74968755 Aparecida De Goiania, Brazil Universidade de Sao Paulo; Universidade de Sao Paulo; Universidade de Sao Paulo; Universidade de Sao Paulo; Universidade Federal de Goias Takiya, H (corresponding author), Univ Sao Paulo, Polytech Sch, Dept Prod Engn, BR-05508010 Sao Paulo, Brazil.; Takiya, H (corresponding author), Court Auditors City Sao Paulo, Presidents Off, BR-04027000 Sao Paulo, Brazil. harmi.takiya@tcm.sp.gov.br; i.negreiros@usp.br; charles.yamamura@usp.br; jaquinta@usp.br; claudia.machado@usp.br; alex.abiko@usp.br; cintiacampos@ufg.br; mpessoa@usp.br; fernando.berssaneti@usp.br Campos, Cintia Isabel de/E-4427-2018 Campos, Cintia Isabel de/0000-0002-4183-6790; Quintanilha, Jose/0000-0003-3261-7825; Berssaneti, Fernando/0000-0002-8604-1887; takiya, harmi/0000-0002-4985-0175 Coordination of Superior Level Staff Improvement of the Brazilian Ministry of Education (CAPES) [001]; Foundation for the Support of the University of Sao Paulo (FUSP) [3747/2021]; Brazilian National Council for Scientific and Technological Development (CNPq) [305188/2020-8]; Foundation for Technological Development in Engineering (FDTE) [SGC 101] Coordination of Superior Level Staff Improvement of the Brazilian Ministry of Education (CAPES); Foundation for the Support of the University of Sao Paulo (FUSP); Brazilian National Council for Scientific and Technological Development (CNPq)(Conselho Nacional de Desenvolvimento Cientifico e Tecnologico (CNPQ)); Foundation for Technological Development in Engineering (FDTE) Coordination of Superior Level Staff Improvement of the Brazilian Ministry of Education (CAPES), Finance code 001; Foundation for the Support of the University of Sao Paulo (FUSP), Project 3747/2021; and the Brazilian National Council for Scientific and Technological Development (CNPq), Financial Code: 305188/2020-8. Foundation for Technological Development in Engineering (FDTE), Project SGC 101. Abella A, 2017, CITIES, V64, P47, DOI 10.1016/j.cities.2017.01.011; ABNT-Associacao Brasileira de Normas Tecnicas, 2021, 371232021 ABNT NBR I; ABNT-Associacao Brasileira de Normas Tecnicas, 2020, 371222020 ABNT NBR I; ABNT-Associacao Brasileira de Normas Tecnicas, 2021, 37120202021 ABNT NBR; Albino V, 2015, J URBAN TECHNOL, V22, P3, DOI 10.1080/10630732.2014.942092; Altamirano-Santiago M, 2020, REV INVEST-QUINDIO, V32, P88, DOI 10.33975/riuq.vol32n2.455; [Anonymous], 2014, 37150 ISOTR; [Anonymous], 2021, URBAN SYSTEMS RANKIN; Araujo AC, 2016, MEDIJSKE STUD, V7, P65, DOI 10.20901/ms.7.14.6; Arcadis, 2022, ARC SUST CIT IND 202; Attard J, 2016, P ANN HICSS, P2605, DOI 10.1109/HICSS.2016.326; Attard J, 2015, GOV INFORM Q, V32, P399, DOI 10.1016/j.giq.2015.07.006; Bates J, 2014, GOV INFORM Q, V31, P388, DOI 10.1016/j.giq.2014.02.009; Bebber S., 2021, CLEAN ENG TECHNOL, V5, DOI [10.1016/J.CLET.2021.100271, DOI 10.1016/J.CLET.2021.100271]; Begany GM, 2021, GOV INFORM Q, V38, DOI 10.1016/j.giq.2021.101614; Bencke L, 2020, FUTURE GENER COMP SY, V109, P218, DOI 10.1016/j.future.2020.03.057; Berman M, 2020, SUSTAINABILITY-BASEL, V12, DOI 10.3390/su12093708; Berrone P., 2020, IESE CITIES MOTION I, DOI DOI 10.15581/018.ST-542; Bouroche J-M, 1982, ANALISE DE DADOS; Bunders DJ, 2019, CITIES, V93, P145, DOI 10.1016/j.cities.2019.05.004; Chan CML, 2013, P ANN HICSS, P1890, DOI 10.1109/HICSS.2013.236; Correa AS, 2019, GOV INFORM Q, V36, P412, DOI 10.1016/j.giq.2019.03.004; Cortada JW, 2020, LIBRES, V30, P1; Couto E.d.A, 2018, THESIS U FEDERAL RIO; Dall'O' G, 2017, SUSTAIN CITIES SOC, V34, P193, DOI 10.1016/j.scs.2017.06.021; Dawes SS, 2016, GOV INFORM Q, V33, P15, DOI 10.1016/j.giq.2016.01.003; Dunteman G., 1989, PRINCIPAL COMPONENTS, DOI [10.4135/9781412985475, DOI 10.4135/9781412985475]; Edvardsson IR, 2016, KNOWL MAN RES PRACT, V14, P537, DOI 10.1057/s41275-016-0003-0; EIU-Economist Intelligence Unit, 2022, GLOB LIV IND 2022 RE; Francisco A.C, 2022, THESIS U ESTADUAL PA; Gao YY, 2021, INT REV ADM SCI, DOI 10.1177/00208523211009955; Gasco-Hernandez M, 2018, GOV INFORM Q, V35, P233, DOI 10.1016/j.giq.2018.01.003; Gonzalez-Zapata F, 2015, GOV INFORM Q, V32, P441, DOI 10.1016/j.giq.2015.09.001; Hajduk S., 2019, ENG MANAGEMENT PRODU, V11, P80, DOI 10.2478/emj-2019-0035; Hajduk S, 2021, ENERGIES, V14, DOI 10.3390/en14092691; Harrison P, 2021, SUSTAINABILITY-BASEL, V13, DOI 10.3390/su13094721; Institui a Politica de Dados Abertos do Poder Executivo Federal, 2016, BRASIL DECR; Islam MT, 2021, VINE J INF KNOWL MAN, DOI 10.1108/VJIKMS-10-2020-0195; ISO-International Organization for Standardization, 2022, 37110 ISO FDIS, P14; ISO-International Organization for Standardization, 2018, 371202018 ISO; ISO-International Organization for Standardization, 2019, 371232019 ISO; ISO-International Organization for Standardization, 268 ISOTC; ISO-International Organization for Standardization, 2013, 268 ISO TC, P1; ISO-International Organization for Standardization, 2019, 371222019 ISO; Janssen M, 2019, PROCEEDINGS OF THE 52ND ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES, P2890; Janssen M, 2022, SOC SCI COMPUT REV, V40, P478, DOI 10.1177/0894439320980118; Janssen M, 2012, INFORM SYST MANAGE, V29, P258, DOI 10.1080/10580530.2012.716740; Jolliffe IT, 2002, PRINCIPAL COMPONENT, V2nd; Kassen M, 2021, INNOV-ORGAN MANAG, V23, P44, DOI 10.1080/14479338.2020.1738940; Kassen M, 2019, INFORM TECHNOL DEV, V25, P552, DOI 10.1080/02681102.2017.1412289; Kassen M, 2017, INFORM TECHNOL PEOPL, V30, P301, DOI 10.1108/ITP-10-2015-0243; Kilkis S, 2018, J SUSTAIN DEV ENERGY, V6, P162, DOI 10.13044/j.sdewes.d5.0179; Kitchin R, 2015, REG STUD REG SCI, V2, P6, DOI 10.1080/21681376.2014.983149; Lassinantti J, 2019, GOV INFORM Q, V36, P98, DOI 10.1016/j.giq.2018.11.001; Lee T, 2020, GOV INFORM Q, V37, DOI 10.1016/j.giq.2020.101482; Lehner A, 2018, SUSTAINABILITY-BASEL, V10, DOI 10.3390/su10041268; Luthfi A., 2019, INT J ADV SCI ENG IN, V9, P1071, DOI [10.18517/ijaseit.9.3.8846, DOI 10.18517/IJASEIT.9.3.8846]; Matheus R, 2020, PUBLIC PERFORM MANAG, V43, P503, DOI 10.1080/15309576.2019.1691025; Meijer R, 2014, J THEOR APPL EL COMM, V9, P32, DOI 10.4067/S0718-18762014000300004; Mensah IK, 2021, INT J ELECTRON GOV R, V17, P19, DOI 10.4018/IJEGR.2021040102; Moustaka V, 2021, SUSTAINABILITY-BASEL, V13, DOI 10.3390/su13158553; Negreiros I, 2020, IEEE INT SM C CONF, DOI 10.1109/ISC251055.2020.9239017; Neves FT, 2020, CITIES, V106, DOI 10.1016/j.cities.2020.102860; OGP-Open Government Partnership, DECL GOV AB; OKF, OP DEF OP DEF DEF OP; PMSP, CGM CONTR GER CGM CO; PMSP-PREFEITURA MUNICIPAL DE SAO PAULO, OBS OBS SAMP; Pozen DE, 2018, YALE LAW J, V128, P100; Przybylowski P, 2021, ENERGIES, V14, DOI 10.3390/en14102770; Purwanto A, 2020, TRANSFORM GOV-PEOPLE, V14, P1, DOI 10.1108/TG-06-2019-0051; Quelha-de-Sa R., 2018, THESIS U SAO PAULO S; Rathore MM, 2018, SUSTAIN CITIES SOC, V40, P600, DOI 10.1016/j.scs.2017.12.022; Ruijer E, 2023, PUBLIC MANAG REV, V25, P129, DOI 10.1080/14719037.2021.1942533; Ruijer E, 2020, AM REV PUBLIC ADM, V50, P260, DOI 10.1177/0275074019888065; Ruijer E, 2020, INT REV ADM SCI, V86, P3, DOI 10.1177/0020852317753068; Ruijer E, 2020, PUBLIC PERFORM MANAG, V43, P613, DOI 10.1080/15309576.2019.1568884; Ruijer E, 2017, GOV INFORM Q, V34, P45, DOI 10.1016/j.giq.2017.01.001; Saxena S, 2017, INFORM LEARN SCI, V118, P214, DOI 10.1108/ILS-04-2017-0023; Saxena S, 2017, FORESIGHT, V19, P421, DOI 10.1108/FS-02-2017-0003; SEADE, POP 2022 MSP SEAD PO; Sgarbi A.C, 2020, THESIS U SAO PAULO S; Shah S.I.H., 2021, DALIF DATA LIFECYCLE, V8; Sharma K, 2018, J ENG RES APPL, V8, P47, DOI [10.9790/9622-0805054750, DOI 10.9790/9622-0805054750]; Sugg Z, 2022, WIRES WATER, V9, DOI 10.1002/wat2.1564; Tai KT, 2021, GOV INFORM Q, V38, DOI 10.1016/j.giq.2021.101566; UNGA, 2015, TRANSF OUR WORLD 203, P35; United Nations Department of Economic and Social Affairs, 2018, STESASERA417 UN; United Nations Development Programme, QUE IDHM; United Nations Development Programme Human Development Index (HDI), HUMAN DEV REPORTS; van Donge W, 2022, GOV INFORM Q, V39, DOI 10.1016/j.giq.2021.101642; Vetro A, 2016, GOV INFORM Q, V33, P325, DOI 10.1016/j.giq.2016.02.001; Wang HJ, 2020, IEEE T ENG MANAGE, V67, P670, DOI 10.1109/TEM.2019.2898107; Wang HJ, 2020, INFORM RES, V25; Wang HJ, 2016, GOV INFORM Q, V33, P80, DOI 10.1016/j.giq.2015.11.004; White JM, 2021, INT J URBAN REGIONAL, V45, P385, DOI 10.1111/1468-2427.12978; White JM, 2021, TELEMAT INFORM, V57, DOI 10.1016/j.tele.2020.101515; Wolniak R, 2021, INNOVATION-ABINGDON, V34, P376, DOI 10.1080/13511610.2020.1828049; Zhu XH, 2017, GOV INFORM Q, V34, P256, DOI 10.1016/j.giq.2017.03.004; Zuffova M, 2020, GOV INFORM Q, V37, DOI 10.1016/j.giq.2020.101480; Zuiderwijk A, 2021, TELEMAT INFORM, V62, DOI 10.1016/j.tele.2021.101634; Zuiderwijk A, 2021, TRANSFORM GOV-PEOPLE, V15, P377, DOI 10.1108/TG-09-2020-0271; Zuiderwijk A, 2019, INT REV ADM SCI, V85, P645, DOI 10.1177/0020852317739115; Zuiderwijk A, 2017, INT J ELECTRON GOV R, V13, P76, DOI 10.4018/IJEGR.2017100105 103 1 1 12 12 MDPI BASEL ST ALBAN-ANLAGE 66, CH-4052 BASEL, SWITZERLAND 2071-1050 SUSTAINABILITY-BASEL Sustainability JUL 2022 14 14 8802 10.3390/su14148802 http://dx.doi.org/10.3390/su14148802 30 Green & Sustainable Science & Technology; Environmental Sciences; Environmental Studies Science Citation Index Expanded (SCI-EXPANDED); Social Science Citation Index (SSCI) Science & Technology - Other Topics; Environmental Sciences & Ecology 3I2JN gold 2023-01-17 WOS:000832549200001