Abstract
Abstract. The risk of mortality in breast cancer among women is a critical health issue worldwide. Scholars argue that breast cancer mortality rates have decreased in many advanced countries overall. However, about 50% of world population in 2017 was in poor and developing countries (more than 3,652 million with 50.24% female) and breast cancer mortality rates differ among nations also because of socioeconomic factors. This study investigates, at global level, breast cancer mortality in association with breast cancer incidence and some factors of socioeconomic ecosystem between poor and rich countries, to explain trends that can be used to gain insights into country-level “best practices” for health improvement. Global data regarding breast cancer incidence and mortality as the age standardized rate per 100,000 population in 78low-to-middle income countries (LMICs), 50 upper-to-middle-income countries (UMICs) and 63 high income countries (HCIs) were obtained from IARC/WHO for 2012 and 2018. Data regarding GDP per capita, population and mammography (MMG) were obtained from World Bank, United Nations and WHO. Data, transformed in log scale to have normal distribution, were analyzed with descriptive statistics, partial correlation, regression analyses and paired-Samples T Test procedure to assess the statistical significance of increase or decrease of mortality and incidence in breast cancer from 2012 to 2018.Results reveal that a 1% higher level of breast cancer incidence, increases the expected mortality by 0.79% (p-value < .001) in LMICs, by 0.50% (p-value <.001) in UMICs and by 0.31% (p-value < .008) in HICs. These results, confirmed by other analyses here, seem to suggest that breast cancer mortality is increasing over time worldwide in rich and in particular developing countries. The global analysis here reveals that though an improvement of wealth and wellbeing worldwide, the risk of incidence and mortality in breast cancer is increasing. This result suggests that situational factors in the ecosystem of countries support the growing increase and mortality of breast cancer that improvement in healthcare and medicine of the last 40 years are not been sufficient to slowdown. These conclusions need for much more detailed research to investigate into the interaction between factors of socioeconomic systems, health improvement, and breast cancer causes.
Keywords. Breast cancer, Wealth of nations, Epidemiology.
JEL. I14, I15, I18, I39, O10, O3, O55, Q50.References
Bray, F., Ferlay, J., Soerjomataram, I., Siegel, R.L., Torre, L.A., Jemal, A., (2018). GLOBOCAN Estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 68, 394-424. doi. 10.3322/caac.21492
Brentnall, A.R., Cuzick, J., Buist, D.S.M., Aiello-Bowles E.J. (2018). Long-term accuracy of breast cancer risk assessment combining classic risk factors and breast density, JAMA Oncol. 4(9), e180174. doi. 10.1001/jamaoncol.2018.0174
Canto, M.T., Anderson, W.F., & Brawley, O. (2001). Geographic variation in breast cancer mortality for white and black women: 1986–1995, CA Cancer J Clin, 51, 367-370.
Coccia, M. (2001). Satisfaction, work involvement and R&D performance. International Journal of Human Resources Development and Management, 1(2-3-4), 268-282. doi. 10.1504/IJHRDM.2001.001010
Coccia, M. (2003). Metrics of R&D performance and management of public research institute. Proceedings of IEEE- IEMC 03, Piscataway, pp.231-236.
Coccia, M. (2004). Spatial metrics of the technological transfer: analysis and strategic management. Technology Analysis & Strategic Management, 16(1), 31-52. doi. 10.1080/0953732032000175490
Coccia, M. (2005). Countrymetrics: valutazione della performance economica e tecnologica dei paesi e posizionamento dell’Italia, Rivista Internazionale di Scienze Sociali, CXIII(3), 377-412.
Coccia, M. (2005a). Metrics to measure the technology transfer absorption: analysis of the relationship between institutes and adopters in northern Italy. International Journal of Technology Transfer and Commercialization, 4(4), 462-486. doi. 10.1504/IJTTC.2005.006699
Coccia, M. (2005b). Technometrics: Origins, historical evolution and new direction, Technological Forecasting & Social Change, 72(8), 944-979. doi. 10.1016/j.techfore.2005.05.011
Coccia, M. (2005c). Economics of scientific research: origins, nature and structure, Proceedings of Economic Society of Australia.
Coccia, M. (2006). Classifications of innovations: survey and future directions. Working Paper Ceris del Consiglio Nazionale delle Ricerche, 8(2), 1-19. [Retrieved from].
Coccia, M. (2006a). Analysis and classification of public research institutes. World Review of Science, Technology and Sustainable Development, 3(1), 1-16.
Coccia, M. (2007). A new taxonomy of country performance and risk based on economic and technological indicators, Journal of Applied Economics, 10(1), 29-42.
Coccia, M. (2008). Science, funding and economic growth: analysis and science policy implications. World Review of Science, Technology and Sustainable Development, 5(1), 1-27. doi. 10.1504/WRSTSD.2008.01781
Coccia, M. (2008a). Spatial mobility of knowledge transfer and absorptive capacity: analysis and measurement of the impact within the geoeconomic space. The Journal of Technology Transfer, 33(1), 105-122. doi. 10.1007/s10961-007-9032-4
Coccia, M. (2008b). New organizational behaviour of public research institutions: Lessons learned from Italian case study. International Journal of Business Innovation and Research, 2(4), 402–419. doi. 10.1504/IJBIR.2008.018589
Coccia, M. (2009). A new approach for measuring and analyzing patterns of regional economic growth: empirical analysis in Italy. Italian Journal of Regional Science- Scienze Regionali, 8(2), 71-95. doi. 10.3280/SCRE2009-002004
Coccia, M. (2009a). Measuring the impact of sustainable technological innovation, International Journal of Technology Intelligence and Planning, 5(3), 276-288. doi. 10.1504/IJTIP.2009.026749
Coccia, M. (2010). Public and private R&D investments as complementary inputs for productivity growth. International Journal of Technology, Policy and Management, 10(1/2), 73-91. doi. 10.1504/IJTPM.2010.032855
Coccia, M. (2010a). Foresight of technological determinants and primary energy resources of future economic long waves, International Journal of Foresight and Innovation Policy, 6(4), 225–232. doi. 10.1504/IJFIP.2010.037468
Coccia, M. (2010b). Energy metrics for driving competitiveness of countries: Energy weakness magnitude, GDP per barrel and barrels per capita. Energy Policy, 38(3), 1330-1339. doi. 10.1016/j.enpol.2009.11.011
Coccia, M. (2010c). Spatial patterns of technology transfer and measurement of its friction in the geo-economic space. International Journal of Technology Transfer and Commercialisation, 9(3), 255-267. doi. 10.1504/IJTTC.2010.030214
Coccia, M. (2010d). The asymmetric path of economic long waves, Technological Forecasting & Social Change, 77(5), 730-738. doi. 10.1016/j.techfore.2010.02.003
Coccia, M. (2010e). Democratization is the driving force for technological and economic change, Technological Forecasting & Social Change, 77(2), 248-264. doi. 10.1016/j.techfore.2009.06.007
Coccia, M. (2011). The interaction between public and private R&D expenditure and national productivity. Prometheus-Critical Studies in Innovation, 29(2), 121-130. doi. 10.1080/08109028.2011.601079
Coccia, M. (2012). Political economy of R&D to support the modern competitiveness of nations and determinants of economic optimization and inertia, Technovation, 32(6), 370–379. doi. 10.1016/j.technovation.2012.03.005
Coccia, M. (2012a). Evolutionary trajectories of the nanotechnology research across worldwide economic players. Technology Analysis & Strategic Management, 24(10), 1029-1050. doi. 10.1080/09537325.2012.705117
Coccia, M. (2012b). Evolutionary growth of knowledge in path-breaking targeted therapies for lung cancer: radical innovations and structure of the new technological paradigm. International Journal of Behavioural and Healthcare Research, 3(3-4), 273-290. doi. 10.1504/IJBHR.2012.051406
Coccia, M. (2012c). Converging genetics, genomics and nanotechnologies for groundbreaking pathways in biomedicine and nanomedicine. International Journal of Healthcare Technology and Management, 13(4), 184-197. doi. 10.1504/IJHTM.2012.050616
Coccia, M. (2012d). Driving forces of technological change in medicine: Radical innovations induced by side effects and their impact on society and healthcare. Technology in Society, 34(4), 271-283. doi. 10.1016/j.techsoc.2012.06.002
Coccia, M. (2013). What are the likely interactions among innovation, government debt, and employment? Innovation: The European Journal of Social Science Research, 26(4), 456–471. doi. 10.1080/13511610.2013.863704
Coccia, M. (2013a). The effect of country wealth on incidence of breast cancer. Breast Cancer Research and Treatment, 141(2), 225-229. doi. 10.1007/s10549-013-2683-y
Coccia, M. (2014). Path-breaking target therapies for lung cancer and a far-sighted health policy to support clinical and cost effectiveness. Health Policy and Technology, 1(3), 74-82. doi. 10.1016/j.hlpt.2013.09.007
Coccia, M. (2014a). Emerging technological trajectories of tissue engineering and the critical directions in cartilage regenerative medicine. Int. J. Healthcare Technology and Management, 14(3), 194-208. doi. 10.1504/IJHTM.2014.064247
Coccia, M. (2014b). Converging scientific fields and new technological paradigms as main drivers of the division of scientific labour in drug discovery process: the effects on strategic management of the R&D corporate change. Technology Analysis & Strategic Management, 26(7), 733-749, doi. 10.1080/09537325.2014.882501
Coccia, M. (2014c). Driving forces of technological change: The relation between population growth and technological innovation-Analysis of the optimal interaction across countries, Technological Forecasting & Social Change, 82(2), 52-65. doi. 10.1016/j.techfore.2013.06.001
Coccia, M. (2014). Socio-cultural origins of the patterns of technological innovation: What is the likely interaction among religious culture, religious plurality and innovation? Towards a theory of socio-cultural drivers of the patterns of technological innovation, Technology in Society, 36(1), 13-25. doi. 10.23760/2421-7158.2017.004
Coccia, M. (2014e). Religious culture, democratisation and patterns of technological innovation. International Journal of Sustainable Society, 6(4), 397-418. doi. 10.1504/IJSSOC.2014.066771
Coccia, M. (2014f). Structure and organisational behaviour of public research institutions under unstable growth of human resources, Int. J. Services Technology and Management, 20(4/5/6), 251–266. doi. 10.1504/IJSTM.2014.068857
Coccia, M. (2014g). Steel market and global trends of leading geo-economic players. International Journal of Trade and Global Markets, 7(1), 36-52, doi. 10.1504/IJTGM.2014.058714
Coccia, M. (2015). The Nexus between technological performances of countries and incidence of cancers in society. Technology in Society, 42, 61-70. doi. 10.1016/j.techsoc.2015.02.003
Coccia, M. (2015a). Patterns of innovative outputs across climate zones: the geography of innovation, Prometheus. Critical Studies in Innovation, 33(2), 165-186. doi. 10.1080/08109028.2015.1095979
Coccia, M. (2015b). General sources of general purpose technologies in complex societies: Theory of global leadership-driven innovation, warfare and human development, Technology in Society, 42, 199-226. doi. 10.1016/j.techsoc.2015.05.008
Coccia, M. (2015c). Spatial relation between geo-climate zones and technological outputs to explain the evolution of technology. Int. J. Transitions and Innovation Systems, 4(1-2), 5-21. doi. 10.1504/IJTIS.2015.074642
Coccia, M. (2015d). Technological paradigms and trajectories as determinants of the R&D corporate change in drug discovery industry. International Journal Knowledge and Learning, 10(1), 29-43. doi. 10.1504/IJKL.2015.071052
Coccia, M. (2016). Asymmetric paths of public debts and of general government deficits across countries within and outside the European monetary unification and economic policy of debt dissolution. The Journal of Economic Asymmetries, 15, 17-31. doi. 10.1016/j.jeca.2016.10.003
Coccia, M. (2016a). Radical innovations as drivers of breakthroughs: characteristics and properties of the management of technology leading to superior organizational performance in the discovery process of R&D labs. Technology Analysis & Strategic Management, 28(4), 381-395. doi. 10.1080/09537325.2015.1095287
Coccia, M. (2016). Problem-driven innovations in drug discovery: co-evolution of radical innovation with the evolution of problems, Health Policy and Technology, 5(2), 143-155. doi. 10.1016/j.hlpt.2016.02.003
Coccia, M. (2016c). The relation between price setting in markets and asymmetries of systems of measurement of goods. The Journal of Economic Asymmetries, 14(B), 168-178. doi. 10.1016/j.jeca.2016.06.001
Coccia, M. (2017). The source and nature of general purpose technologies for supporting next K-waves: Global leadership and the case study of the U.S. Navy's Mobile User Objective System, Technological Forecasting and Social Change, 116, 331-339. doi. 10.1016/j.techfore.2016.05.019
Coccia, M. (2017a). Optimization in R&D intensity and tax on corporate profits for supporting labor productivity of nations. The Journal of Technology Transfer, doi. 10.1007/s10961-017-9572-1
Coccia, M. (2017b). Varieties of capitalism’s theory of innovation and a conceptual integration with leadership-oriented executives: the relation between typologies of executive, technological and socioeconomic performances. Int. J. Public Sector Performance Management, 3(2), 148–168. doi. 10.1504/IJPSPM.2017.084672
Coccia, M. (2017c). Sources of disruptive technologies for industrial change. L’industria –rivista di Economia e Politicaindustriale, 38(1), 97-120.
Coccia, M. (2017d). Sources of technological innovation: Radical and incremental innovation problem-driven to support competitive advantage of firms. Technology Analysis & Strategic Management, 29(9), 1048-1061. doi. 10.1080/09537325.2016.1268682
Coccia, M. (2017e). A Theory of general causes of violent crime: Homicides, income inequality and deficiencies of the heat hypothesis and of the model of CLASH, Aggression and Violent Behavior, 37, 190-200. doi. 10.1016/j.avb.2017.10.005
Coccia, M. (2017f). New directions in measurement of economic growth, development and under development, Journal of Economics and Political Economy, 4(4), 382-395.
Coccia, M. (2017g). Disruptive firms and industrial change, Journal of Economic and Social Thought, 4(4), 437-450.
Coccia, M. (2017h). The Fishbone diagram to identify, systematize and analyze the sources of general purpose Technologies, Journal of Social and Administrative Sciences, 4(4), 291-303.
Coccia, M. (2018). A theory of the general causes of long waves: War, general purpose technologies, and economic change. Technological Forecasting & Social Change, 128, 287-295 10.1016/j.techfore.2017.11.013
Coccia, M. (2018a). The relation between terrorism and high population growth, Journal of Economics and Political Economy, 5(1), 84-104.
Coccia, M. (2018c). Violent crime driven by income Inequality between countries, Turkish Economic Review, 5(1), 33-55.
Coccia, M. (2018d). The origins of the economics of innovation, Journal of Economic and Social Thought, 5(1), 9-28.
Coccia, M. (2018e). Theorem of not independence of any technological innovation, Journal of Economics Bibliography, 5(1), 29-35.
Coccia, M. (2018e). Theorem of not independence of any technological innovation, Journal of Social and Administrative Sciences, 5(1), 15-33.
Coccia, M. (2018f). Competition between basic and applied research in the organizational behaviour of public research labs, Journal of Economics Library, 5(2), 118-133.
Coccia, M. (2018g). An introduction to the methods od inquiry in social sciences, Journal of Social and Administrative Sciences, 5(2), xxx-xxx.
Coccia, M., & Bellitto, M. (2018). Human progress and its socioeconomic effects in society, Journal of Economic and Social Thought, 5(2), 160-178.
Coccia, M., & Igor, M. (2018). Rewards in public administration: a proposed classification, Journal of Social and Administrative Sciences, 5(2), 68-80.
Coccia, M., & Bozeman, B. (2016). Allometric models to measure and analyze the evolution of international research collaboration. Scientometrics, 108(3), 1065-1084. doi. 10.1007/s11192-016-2027-x
Coccia, M., Falavigna, G., & Manello, A. 2015. The impact of hybrid public and market-oriented financing mechanisms on scientific portfolio and performances of public research labs: a scientometric analysis. Scientometrics, 102(1), 151-168. doi. 10.1007/s11192-014-1427-z
Coccia, M., & Finardi, U. (2012). Emerging nanotechnological research for future pathway of biomedicine. International Journal of Biomedical Nanoscience and Nanotechnology, 2 (3-4), 299-317. doi. 10.1504/IJBNN.2012.051223
Coccia, M., & Finardi, U. (2013). New technological trajectories of non-thermal plasma technology in medicine. International Journal of Biomedical Engineering and Technology, 11(4), 337-356. doi. 10.1504/IJBET.2013.055665
Coccia, M., Finardi, U., & Margon, D. (2012). Current trends in nanotechnology research across worldwide geo-economic players, The Journal of Technology Transfer, 37(5), 777-787. doi. 10.1007/s10961-011-9219-6
Coccia, M., & Rolfo, S. (2000). Ricerca pubblica e trasferimento tecnologico: il caso della regione Piemonte. In S. Rolfo (ed), Innovazione e piccole imprese in Piemonte, Franco Angeli Editore, Milano.
Coccia, M., & Rolfo, S. (2002). Technology transfer analysis in the Italian national research council, Technovation - The International Journal of Technological Innovation and Entrepreneurship, 22(5), 291-299. doi. 10.1016/S0166-4972(01)00018-9
Coccia, M., & Rolfo, S. (2007). How research policy changes can affect the organization and productivity of public research institutes, Journal of Comparative Policy Analysis, Research and Practice, 9(3) 215-233. doi. 10.1080/13876980701494624
Coccia, M., & Rolfo, S. (2010). New entrepreneurial behaviour of public research organizations: opportunities and threats of technological services supply, International Journal of Services Technology and Management, 13(1-2), 134-151. doi. 10.1504/IJSTM.2010.029674
Coccia, M., & Rolfo, S. (2013). Human resource management and organizational behavior of public research institutions, International Journal of Public Administration, 36(4), 256-268. doi. 10.1080/01900692.2012.756889
Coccia, M., & Rolfo, S. (2009). Project management in public research organization: Strategic change in complex scenarios. International Journal of Project Organisation and Management, 1(3), 235–252. doi. 10.1504/IJPOM.2009.027537
Coccia, M., & Wang, L. (2015). Path-breaking directions of nanotechnology-based chemotherapy and molecular cancer therapy, Technological Forecasting and Social Change, 94, 155–169. doi. 10.1016/j.techfore.2014.09.007
Coccia, M., & Wang, L. (2016). Evolution and convergence of the patterns of international scientific collaboration. Proceedings of the National Academy of Sciences of the United States of America, 113(8), 2057-2061. doi. 10.1073/pnas.1510820113
DeSantis, C.E., Ma, J., Goding, S.A., Newman, L.A., & Jemal, A. (2017). Breast cancer statistics, 2017, racial disparity in mortality by state, CA Cancer J Clin. 67, 439–448. doi. 10.3322/caac.21412
Engmann, N.J., Golmakani, M.K., Miglioretti, D.L., Sprague, B.L., & Kerlikowsk, K. for the Breast Cancer Surveillance Consortium. (2017). Population-attributable risk proportion of clinical risk factors for breast cancer, JAMA Oncol. 3(9), 1228-1236. doi. 10.1001/jamaoncol.2016.6326
Globocan database, (2018) Accessed September. [Retrieved from].
Mettlin, C. (1999). Global breast cancer mortality statistics, CA Cancer J Clin, 49, 138-144.
Moskowitz, M. (1980). How can we decrease breast cancer mortality? CA Cancer J Clin. 30(5), 272-277.
Parkin D.M., Bray F., Ferlay J., & Pisani P. (2005). Global cancer statistics 2002. CA Cancer Journal of Clinic Oncology, 55(2), 74-108.
Prager G.W., Braga S., Bystricky B., Qvortrup C., Criscitiello C., Esin E., Sonke G.S., Martínez G.A., Frenel J.S., Karamouzis M., Strijbos M., Yazici O., Bossi P., Banerjee S., Troiani T., Eniu A., Ciardiello F., Tabernero J., Zielinski C.C., Casali P.G., Cardoso F., Douillard J.Y., Jezdic S., McGregor K., Bricalli G., Vyas M., Ilbawi A. (2018). Global cancer control: responding to the growing burden, rising costs and inequalities in access. ESMO Open. 3(2), e000285. doi. 10.1136/esmoopen-2017-000285
The World Bank 2018. Accessed August 2018. [Retrieved from].
United Nations Development Programme (2018) Human Development Reports, [Retrieved from].
World Health Organization, (2018). Medical equipment-Data by country, Accessed November 2018. [Retrieved from].
World Health Organization, (2019). Accessed January 2019. [Retrieved from].