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Research article

The knowledge discovery in databases approach: identifying variables that influence ISO 9001 and ISO 14001 certifications

, ORCID Icon & ORCID Icon
Pages 1271-1290 | Received 02 Jul 2019, Accepted 26 Aug 2020, Published online: 15 Oct 2020

References

  • Arana, Germán, Erlantz Allur, and Iñaki Heras-Saizarbitoria. 2014. “Adoption of ISO 9001 Quality Management Standard in Africa.” International Journal for Quality Research 8: 61.
  • Armindo, J., Ana Fonseca, Isabel Abreu, and Teresa Toldy. 2019. “Is the Economic Dimension Inducing the Other Sustainability Dimensions, or Is It the Reverse? Perceptions from the Portuguese Metal Industry.” International Journal of Sustainable Development & World Ecology 26 (7): 571–512. doi:10.1080/13504509.2019.1619106.
  • Barros, Murillo Vetroni, Mariane Bigarelli Ferreira, Guilherme Francisco do Prado, Cassiano Moro Piekarski, and Claudia Tania Picinin. 2020. “The Interaction Between Knowledge Management and Technology Transfer: A Current Literature Review Between 2013-2018.” The Journal of Technology Transfer: 1–22. doi:10.1007/s10961-020-09782-w.
  • Berliner, Daniel, and Aseem Prakash. 2013. “Signaling Environmental Stewardship in the Shadow of Weak Governance: The Global Diffusion of ISO 14001.” Law & Society Review 47 (2): 345–373. doi:10.1111/lasr.12015.
  • Bernardo, Merce, Alexandra Simon, Juan José Tarí, and José Molina-Azorín. 2015. “Benefits of Management Systems Integration: A Literature Review.” Journal of Cleaner Production 94: 260–267. doi:10.1016/j.jclepro.2015.01.075.
  • Boldina, Inna, and Peter G. Beninger. 2016. “Strengthening Statistical Usage in Marine Ecology: Linear Regression.” Journal of Experimental Marine Biology and Ecology 474: 81–91. doi:10.1016/j.jembe.2015.09.010.
  • Carmo, Carolina Madeira do, and Toke Haunstrup Christensen. 2016. “Cluster Analysis of Residential Heat Load Profiles and the Role of Technical and Household Characteristics.” Energy and Buildings 125: 171–180. doi:10.1016/j.enbuild.2016.04.079.
  • Castillo-Peces, Carlos del, Carmelo Mercado-Idoeta, Miguel Prado-Roman, and Cristina del Castillo-Feito. 2018. “The Influence of Motivations and Other Factors on the Results of Implementing ISO 9001 Standards.” European Research on Management and Business Economics 24 (1): 33–41. doi:10.1016/j.iedeen.2017.02.002.
  • Daddi, Tiberio, Marco Frey, Maria Rosa De Giacomo, Francesco Testa, and Fabio Iraldo. 2015. “Macro-Economic and Development Indexes and ISO14001 Certificates: A Cross National Analysis.” Journal of Cleaner Production 108: 1239–1248. doi:10.1016/j.jclepro.2015.06.091.
  • Demisse, Getachew, Tsegaye Tadesse, and Yared Bayissa. 2017. “Data Mining Attribute Selection Approach for Drought Modeling: A Case Study for Greater Horn of Africa.” International Journal of Data Mining & Knowledge Management Process 7 (4): 01–16. doi:10.5121/ijdkp.2017.7401.
  • De Oliveira, and Otavio Jose. 2013. “Guidelines for the Integration of Certifiable Management Systems in Industrial Companies.” Journal of Cleaner Production 57: 124–133. doi: 10.1016/j.jclepro.2013.06.037.
  • Fikru, Mahelet. 2014. “International Certification in Developing Countries: The Role of Internal and External Institutional Pressure.” Journal of Environmental Management 144: 286–296. doi:10.1016/j.jenvman.2014.05.030.
  • Franceschini, Fiorenzo, Maurizio Galetto, and P. Cecconi. 2006. “A Worldwide Analysis of ISO 9000 Standard Diffusion.” Benchmarking: An International Journal 13 (4): 523–541. doi:10.1108/14635770610676326.
  • Freitas, Isabel Maria Bodas, and Michiko Iizuka. 2012. “Openness to International Markets and the Diffusion of Standards Compliance in Latin America. A Multi Level Analysis.” Research Policy 41 (1): 201–215. doi:10.1016/j.respol.2011.08.001.
  • Fura, Barbara, and Qingfang Wang. 2017. “The Level of Socioeconomic Development of EU Countries and the State of ISO 14001 Certification.” Quality & Quantity 51 (1): 103–119. doi:10.1007/s11135-015-0297-7.
  • Ge, Zhiqiang, Zhihuan Song, Steven Ding, and Biao Huang. 2017. “Data Mining and Analytics in the Process Industry: The Role of Machine Learning.” IEEE Access 5: 20590–20616. doi:10.1109/ACCESS.2017.2756872.
  • He, Wenlong, Chong Liu, Jiangyong Lu, and Jing Cao. 2015. “Impacts of ISO 14001 Adoption on Firm Performance: Evidence from China.” China Economic Review 32: 43–56. doi:10.1016/j.chieco.2014.11.008.
  • Heras-Saizarbitoria, Iñaki, and Olivier Boiral. 2013. “ISO 9001 and ISO 14001: Towards a Research Agenda on Management System Standards.” International Journal of Management Reviews 15 (1): 47–65. doi:10.1111/j.1468-2370.2012.00334.x.
  • Heras-Saizarbitoria, Iñaki, and Olivier Boiral. 2019. “Faking ISO 9001 in China: An Exploratory Study.” Business Horizons 62 (1): 55–64. doi:10.1016/j.bushor.2018.08.008.
  • Huang, Mingming, Runsheng Lin, Shuai Huang, and Tengfei Xing. 2017. “A Novel Approach for Precipitation Forecast via Improved K-Nearest Neighbor Algorithm.” Advanced Engineering Informatics 33: 89–95. doi:10.1016/j.aei.2017.05.003.
  • Ikram, Muhammad, Robert Sroufe, Erum Rehman, Syed Zulfiqar Ali Shah, and Amin Mahmoudi. 2020. “Do Quality, Environmental, and Social (QES) Certifications Improve International Trade? A Comparative Grey Relation Analysis of Developing vs. Developed Countries.” Physica A: Statistical Mechanics and Its Applications 545: 123486. doi:10.1016/j.physa.2019.123486.
  • Ikram, Muhammad, Qingyu Zhang, Robert Sroufe, and Syed Zulfiqar Ali Shah. 2020. “Towards a Sustainable Environment: The Nexus Between ISO 14001, Renewable Energy Consumption, Access to Electricity, Agriculture and CO2 Emissions in SAARC Countries.” Sustainable Production and Consumption 22: 218–230. doi:10.1016/j.spc.2020.03.011.
  • ISO FOCUS International Organization for Standardization. 2017. “Transport Trends.” https://www.iso.org/files/live/sites/isoorg/files/news/magazine/ISOfocus (2013-NOW)/en/2017/ISOfocus_124/ISOfocus_124_EN.pdf.
  • ISO International Organization for Standardization. 2018a. “ISO and Climate Change.” https://www.iso.org/files/live/sites/isoorg//files/store/en/PUB100067.pdf.
  • ISO International Organization for Standardization. 2018b. “Building Standards for Future We Want.” https://www.iso.org/news/ref2289.html.
  • ISO International Organization for Standardization. 2019a. “About ISO.” https://www.iso.org/about-us.html.
  • ISO International Organization for Standardization. 2019b. “The ISO Survey.” https://www.iso.org/the-iso-survey.html.
  • Kalani, Arman, Chinnasamy Malarvizhi, Sreenivasan Jayashree, Masoomeh Hashemi Nabi, Nima Morad Alibeigi Langeroudi, Fateme Ebadi, and Amin Ansary. 2013. “The Relationship Between ISO 9000 and Economic Growth in Malaysia.” Australian Journal of Basic and Applied Sciences 7 (11): 77–82.
  • Krouska, Akrivi, Christos Troussas, and Maria Virvou. 2016. “The Effect of Preprocessing Techniques on Twitter Sentiment Analysis.” Paper presented at the 2016 7th International Conference on Information, Intelligence, Systems & Applications (IISA), Chalkidiki, July 13–15. doi:10.1109/IISA.2016.7785373.
  • Lira, Jean Marcel Sousa, Eduardo Gomes Salgado, and Luiz Alberto Beijo. 2019. “Characterization of Evolution and Dissemination of ISO 14001 in Countries and Economic Sectors in Europe.” Journal of Environmental Planning and Management 62 (7): 1166–1184. doi:10.1080/09640568.2018.1479244.
  • Lira, Jean Marcel Sousa, Eduardo Gomes Salgado, and Luiz Alberto Beijo. 2020. “ARIMA Models as an Alternative to Predict the Diffusion of the ISO 14001 Standard in Europe.” Journal of Environmental Planning and Management 63 (2): 275–212. doi:10.1080/09640568.2019.1577721.
  • Manco, Giuseppe, Pasquale Rullo, Lorenzo Gallucci, and Mirko Paturzo. 2016. “Rialto: A Knowledge Discovery Suite for Data Analysis.” Expert Systems with Applications 59: 145–164. doi:10.1016/j.eswa.2016.04.022.
  • Masakure, Oliver, Spencer Henson, and John Cranfield. 2009. “Standards and Export Performance in Developing Countries: Evidence from Pakistan.” The Journal of International Trade & Economic Development 18 (3): 395–419. doi:10.1080/09638190902986538.
  • Masetic, Zerina, and Abdulhamit Subasi. 2016. “Congestive Heart Failure Detection Using Random Forest Classifier.” Computer Methods and Programs in Biomedicine 130: 54–64. doi:10.1016/j.cmpb.2016.03.020.
  • Neves, Fábio de Oliveira, Eduardo G. Salgado, and Luiz A. Beijo. 2017. “Analysis of the Environmental Management System Based on ISO 14001 on the American Continent.” Journal of Environmental Management 199: 251–262. doi:10.1016/j.jenvman.2017.05.049.
  • Pinheiro, Eliane, Antonio Carlos de Francisco, Cassiano Moro Piekarski, and Jovani Taveira de Souza. 2019. “How to Identify Opportunities for Improvement in the Use of Reverse Logistics in Clothing Industries? A Case Study in a Brazilian Cluster.” Journal of Cleaner Production 210: 612–619. doi:10.1016/j.jclepro.2018.11.024.
  • Potoski, Matthew, and Aseem Prakash. 2013. “Do Voluntary Programs Reduce Pollution? Examining ISO 14001’s Effectiveness across Countries.” Policy Studies Journal 41 (2): 273–294. doi:10.1111/psj.12017.
  • Prakash, Aseem, and Matthew Potoski. 2007. “Investing up: FDI and the Cross-Country Diffusion of ISO 14001 Management Systems1.” International Studies Quarterly 51 (3): 723–744. doi:10.1111/j.1468-2478.2007.00471.x.
  • Prion, Susan, and Katie Anne Haerling. 2014. “Making Sense of Methods and Measurement: Pearson Product-Moment Correlation Coefficient.” Clinical Simulation in Nursing 10 (11): 587–588. doi:10.1016/j.ecns.2014.07.010.
  • Rady, El-Houssainy, and Ayman Anwar. 2019. “Prediction of Kidney Disease Stages Using Data Mining Algorithms.” Informatics in Medicine Unlocked 15: 100178. doi:10.1016/j.imu.2019.100178.
  • Rino, Carlos Alberto Ferreira, and Nemesio N. B. Salvador. 2017. “ISO 14001 Certification Process and Reduction of Environmental Penalties in Organizations in Sao Paulo State, Brazil.” Journal of Cleaner Production 142: 3627–3633. doi:10.1016/j.jclepro.2016.10.105.
  • Salgado, Eduardo, Luiz Beijo, Paulo Sampaio, Carlos Mello, and Pedro Saraiva. 2016. “ISO 9001 Certification in the American Continent: A Statistical Analysis and Modelling.” International Journal of Production Research 54 (18): 5416–5418. doi:10.1080/002073.2015.1109719.
  • Salvador, Rodrigo, Murillo Vetroni Barros, Leila Mendes da Luz, Cassiano Moro Piekarski, and Antonio Carlos de Francisco. 2020. “Circular Business Models: Current Aspects That Influence Implementation and Unaddressed Subjects.” Journal of Cleaner Production 250: 119555. doi:10.1016/j.jclepro.2019.119555.
  • Schober, Patrick, Christa Boer, and Lothar Schwarte. 2018. “Correlation Coefficients: Appropriate Use and Interpretation.” Anesthesia and Analgesia 126 (5): 1763–1768. doi:10.1213/ANE.0000000000002864.
  • Shao, Yanli, Yusheng Liu, Xiaoping Ye, and Shuting Zhang. 2018. “A Machine Learning Based Global Simulation Data Mining Approach for Efficient Design Changes.” Advances in Engineering Software 124: 22–41. doi:10.1016/j.advengsoft.2018.07.002.
  • Souza, Jovani Taveira de, Antonio Carlos de Francisco Cassiano Moro Piekarski, and Dayana Carla de Macedo. 2019. “Dimensionality Reduction in Gene Expression Data Sets.” IEEE Access 7: 61136–61144. doi:10.1109/ACCESS.2019.2915519.
  • Souza, Jovani Taveira de, Antonio Carlos de Francisco Cassiano Moro Piekarski, and Dayana Carla de Macedo. 2019. “Data Mining and Machine Learning to Promote Smart Cities: A Systematic Review from 2000 to 2018.” Sustainability 11 (4): 1077. doi:10.3390/su11041077.
  • Souza, Jovani Taveira de, Antonio Carlos de Francisco, Cassiano Moro Piekarski, Guilherme Francisco do Prado, and Leandro Gasparello de Oliveira. 2019. “Data Mining and Machine Learning in the Context of Sustainable Evaluation: A Literature Review.” IEEE Latin America Transactions 17 (03): 372–382. doi:10.1109/TLA.2019.8863307.
  • Tarí, Juan, José Molina-Azorín, and Iñaki Heras-Saizarbitoria. 2012. “Benefits of the ISO 9001 and ISO 14001 Standards: A Literature Review.” Journal of Industrial Engineering and Management 5 (2): 297–322. doi:10.3926/jiem.488.
  • To, Wai Ming, and Peter Lee. 2014. “Diffusion of ISO 14001 Environmental Management System: Global, Regional and Country-Level Analyses.” Journal of Cleaner Production 66: 489–498. doi:10.1016/j.jclepro.2013.11.076.
  • Tollefson, Jeff. 2018. “China Declared World’s Largest Producer of Scientific Articles.” Nature https://www.nature.com/articles/d41586-018-00927-4.
  • Toosi, Neda Bihamta, Ali Reza Soffianian, Sima Fakheran, Saeid Pourmanafi, Christian Ginzler, and Lars T. Waser. 2019. “Comparing Different Classification Algorithms for Monitoring Mangrove Cover Changes in Southern Iran.” Global Ecology and Conservation 19: E 00662–e00662. doi:10.1016/j.gecco.2019.e00662.
  • WDI World Bank Data. 2018. “Data Bank.” http://databank.worldbank.org/data/home.aspx.
  • Witten, Ian, Eibe Frank, and Mark Hall. 2011. “Data Mining: Practical Machine Learning Tools and Techniques.” In The Morgan Kaufmann Series in Data Management Systems, 3rd ed., edited by Ian Witten, Eibe Frank, and Mark Hall, 191–303. Boston, MA: Morgan Kaufmann. doi: 10.1016/B978-0-12-374856-0.00006-7.
  • Wong, Tzu-Tsung. 2015. “Performance Evaluation of Classification Algorithms by K-Fold and Leave-One-Out Cross Validation.” Pattern Recognition 48 (9): 2839–2846. doi:10.1016/j.patcog.2015.03.009.
  • Yang, Lingjian, Songsong Liu, Sophia Tsoka, and Lazaros Papageorgiou. 2016. “Mathematical Programming for Piecewise Linear Regression Analysis.” Expert Systems with Applications 44: 156–167. doi:10.1016/j.eswa.2015.08.034.
  • Zeng, Ka, and Joshua Eastin. 2012. “Do Developing Countries Invest Up? The Environmental Effects of Foreign Direct Investment from Less-Developed Countries.” World Development 40 (11): 2221–2233. doi:10.1016/j.worlddev.2012.03.008.
  • Zhu, Qinghua, James Cordeiro, and Joseph Sarkis. 2013. “Institutional Pressures, Dynamic Capabilities and Environmental Management Systems: Investigating the ISO 9000-Environmental Management System Implementation Linkage.” Journal of Environmental Management 114: 232–242. doi:10.1016/j.jenvman.2012.10.006.

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