IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/48342.html
   My bibliography  Save this paper

Dynamics of obesity in Finland

Author

Listed:
  • Halicioglu, Ferda

Abstract

The purpose of this research is to study empirically the dynamics of obesity in Finland and provide empirical evidence of temporal causality between obesity, health expenditure, unemployment, urbanization, alcohol consumption and calorie intake. The paper employs bounds testing cointegration procedure and augmented causality tests. The empirical results suggest the existence of cointegration amongst the variables. Augmented Granger causality tests indicate the existence of a long-run causality as well as three different pairs of short-run causalities. The study draws some important policy recommendations.

Suggested Citation

  • Halicioglu, Ferda, 2013. "Dynamics of obesity in Finland," MPRA Paper 48342, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:48342
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/48342/10/MPRA_paper_48342.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Andrés, Antonio R. & Halicioglu, Ferda & Yamamura, Eiji, 2011. "Socio-economic determinants of suicide in Japan," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(6), pages 723-731.
    2. Tatiana Andreyeva & Pierre-Carl Michaud & Arthur Van Soest, 2005. "Obesity and Health in Europeans Ages 50 and Above," Working Papers WR-331, RAND Corporation.
    3. Jay Bhattacharya & Neeraj Sood, 2011. "Who Pays for Obesity?," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 139-158, Winter.
    4. Pieroni, Luca & Salmasi, Luca, 2010. "Body weight and socio-economic determinants: quantile estimations from the British Household Panel Survey," ISER Working Paper Series 2010-41, Institute for Social and Economic Research.
    5. Brunello, Giorgio & Michaud, Pierre-Carl & Sanz-de-Galdeano, Anna, 2008. "The Rise in Obesity across the Atlantic: An Economic Perspective," IZA Discussion Papers 3529, Institute of Labor Economics (IZA).
    6. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    7. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    8. Chou, Shin-Yi & Grossman, Michael & Saffer, Henry, 2004. "An economic analysis of adult obesity: results from the Behavioral Risk Factor Surveillance System," Journal of Health Economics, Elsevier, vol. 23(3), pages 565-587, May.
    9. Andrés, Antonio R. & Halicioglu, Ferda, 2010. "Determinants of suicides in Denmark: Evidence from time series data," Health Policy, Elsevier, vol. 98(2-3), pages 263-269, December.
    10. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    11. Tomas J. Philipson & Richard A. Posner, 1999. "The Long-Run Growth in Obesity as a Function of Technological Change," Working Papers 9912, Harris School of Public Policy Studies, University of Chicago.
    12. Odelia Rosin, 2008. "The Economic Causes Of Obesity: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 22(4), pages 617-647, September.
    13. Paresh Kumar Narayan, 2005. "The saving and investment nexus for China: evidence from cointegration tests," Applied Economics, Taylor & Francis Journals, vol. 37(17), pages 1979-1990.
    14. Darius Lakdawalla & Tomas Philipson & Jay Bhattacharya, 2005. "Welfare-Enhancing Technological Change and the Growth of Obesity," American Economic Review, American Economic Association, vol. 95(2), pages 253-257, May.
    15. Ferda Halicioglu, 2012. "Temporal causality and the dynamics of crime in Turkey," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 39(9), pages 704-720, July.
    16. Andreyeva, Tatiana & Kelly, Inas Rashad & Harris, Jennifer L., 2011. "Exposure to food advertising on television: Associations with children's fast food and soft drink consumption and obesity," Economics & Human Biology, Elsevier, vol. 9(3), pages 221-233, July.
    17. Franco Sassi, 2010. "Obesity and the Economics of Prevention," Books, Edward Elgar Publishing, number 14244.
    18. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    19. Loureiro, Maria L. & Nayga, Rodolfo M., Jr., 2004. "Analyzing Cross-Country Differences In Obesity Rates: Some Policy Implications," 2004 Annual meeting, August 1-4, Denver, CO 20209, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    20. Maennig, Wolfgang & Schicht, Tobias & Sievers, Tim, 2008. "Determinants of obesity: The case of Germany," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(6), pages 2523-2534, December.
    21. Ferda HALICIOGLU & Mehmet UGUR, 2005. "On Stability of the Demand for Money in a Developing OECD," Macroeconomics 0508001, University Library of Munich, Germany.
    22. Ferda Halicioglu, 2008. "The J-curve dynamics of Turkey: an application of ARDL model," Applied Economics, Taylor & Francis Journals, vol. 40(18), pages 2423-2429.
    23. Offer, Avner & Pechey, Rachel & Ulijaszek, Stanley, 2010. "Obesity under affluence varies by welfare regimes: The effect of fast food, insecurity, and inequality," Economics & Human Biology, Elsevier, vol. 8(3), pages 297-308, December.
    24. Ferda Halicioglu, 2007. "The demand for new housing in Turkey: an application of ARDL model," Global Business and Economics Review, Inderscience Enterprises Ltd, vol. 9(1), pages 62-74.
    25. Altinanahtar, Alper & Halicioglu, Ferda, 2009. "A dynamic econometric model of suicides in Turkey," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 38(6), pages 903-907, December.
    26. Offer, Avner & Pechey, Rachel & Ulijaszek, Stanley, 2010. "Obesity under affluence varies by welfare regimes: The effect of fast food, insecurity, and inequality," Economics & Human Biology, Elsevier, vol. 8(3), pages 297-308, December.
    27. Huffman, Sonya K. & Rizov, Marian, 2007. "Determinants of obesity in transition economies: The case of Russia," Economics & Human Biology, Elsevier, vol. 5(3), pages 379-391, December.
    28. Ferda Halicioglu & Mehmet Ugur, 2005. "On stability of the demand for money in a developing OECD country: the case of Turkey," Global Business and Economics Review, Inderscience Enterprises Ltd, vol. 7(2/3), pages 203-213.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ferda Halicioglu & Natalya Ketenci, 2018. "Testing the productivity bias hypothesis in Middle East countries," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 45(5), pages 922-931, October.
    2. Mohsen Bahmani-Oskooee & Muhammad Aftab, 2017. "Asymmetric effects of exchange rate changes on the Malaysia-EU trade: evidence from industry data," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 44(2), pages 339-365, May.
    3. Mohsen Bahmani-Oskooee & Javed Iqbal & Muhammad Muzammil, 2017. "Pakistan-EU Commodity Trade: Is there Evidence of J-Curve Effect?," Global Economy Journal (GEJ), World Scientific Publishing Co. Pte. Ltd., vol. 17(2), pages 1-8, June.
    4. Mohsen Bahmani-Oskooee & Ferda Halicioglu & Sahar Bahmani, 2017. "Do exchange rate changes have symmetric or asymmetric effects on the demand for money in Turkey?," Applied Economics, Taylor & Francis Journals, vol. 49(42), pages 4261-4270, September.
    5. Zeeshan Khan & Muhsin Ali & Dervis Kirikkaleli & Salman Wahab & Zhilun Jiao, 2020. "The impact of technological innovation and public‐private partnership investment on sustainable environment in China: Consumption‐based carbon emissions analysis," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1317-1330, September.
    6. Mohsen Bahmani-Oskooee & Javed Iqbal & Saqib Ullah Khan, 2017. "Impact of exchange rate volatility on the commodity trade between Pakistan and the US," Economic Change and Restructuring, Springer, vol. 50(2), pages 161-187, May.
    7. Kurtovic Safet & Halili Blerim & Maxhuni Nehat, 2017. "Bilateral Trade Elasticity of Serbia and Her Trading Partners," Review of Economics, De Gruyter, vol. 68(3), pages 181-204, December.
    8. Halicioglu, Ferda & Ketenci, Natalya, 2016. "The impact of international trade on environmental quality: The case of transition countries," Energy, Elsevier, vol. 109(C), pages 1130-1138.
    9. Mohsen Bahmani-Oskooee & Hanafiah Harvey, 2018. "Is There J-Curve Effect In The Commodity Trade Of Singapore With Malaysia? An Empirical Study," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(03), pages 567-591, June.
    10. Halicioglu, Ferda & Ketenci, Natalya, 2015. "The impact of international trade on environmental quality in transition countries: evidence from time series data during 1991-2013," MPRA Paper 71097, University Library of Munich, Germany, revised 2015.
    11. Ferda Halıcıoğlu & Kasım Eren, 2017. "Testing Twin Deficits and Saving-Investment Nexus in Turkey," Yildiz Social Science Review, Yildiz Technical University, vol. 3(1), pages 35-46.
    12. Mohsen Bahmani-Oskooee & Jungho Baek, 2015. "Further evidence on Orcutt's hypothesis using Korean-US commodity data," Applied Economics Letters, Taylor & Francis Journals, vol. 22(9), pages 717-724, June.
    13. Mohsen Bahmani-Oskooee & Sahar Bahmani & Alice Kones & Ali M. Kutan, 2015. "Policy uncertainty and the demand for money in the United Kingdom," Applied Economics, Taylor & Francis Journals, vol. 47(11), pages 1151-1157, March.
    14. Bahmani-Oskooee, Mohsen & Baek, Jungho, 2016. "Do exchange rate changes have symmetric or asymmetric effects on the trade balance? Evidence from U.S.–Korea commodity trade," Journal of Asian Economics, Elsevier, vol. 45(C), pages 15-30.
    15. Mohsen Bahmani-oskooee & Jungho Baek, 2015. "The Marshall-Lerner condition at commodity level: Evidence from Korean-U.S. trade," Economics Bulletin, AccessEcon, vol. 35(2), pages 1136-1147.
    16. Mohsen Bahmani-Oskooee & Esmaeil Ebadi, 2016. "Have Technological Advances Reduced Response Time of Trade Flows to Changes in the Exchange Rate and Relative Prices?," The International Trade Journal, Taylor & Francis Journals, vol. 30(2), pages 115-131, March.
    17. Murthy, Vasudeva N.R. & Okunade, Albert A., 2016. "Determinants of U.S. health expenditure: Evidence from autoregressive distributed lag (ARDL) approach to cointegration," Economic Modelling, Elsevier, vol. 59(C), pages 67-73.
    18. Hajilee, Massomeh & Stringer, Donna Y. & Metghalchi, Massoud, 2017. "Financial market inclusion, shadow economy and economic growth: New evidence from emerging economies," The Quarterly Review of Economics and Finance, Elsevier, vol. 66(C), pages 149-158.
    19. Mohsen Bahmani-Oskooee & Jungho Baek & Scott W. Hegerty, 2016. "GARCH-based versus traditional measures of exchange-rate volatility: evidence from Korean industry trade," International Journal of Trade and Global Markets, Inderscience Enterprises Ltd, vol. 9(2), pages 103-136.
    20. Mohsen Bahmani-Oskooee & Nazif Durmaz, 2017. "Evidence on Orcutt's hypothesis using Turkish–US commodity trade," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 26(1), pages 25-44, January.
    21. BAHMANI-OSKOOEE, Mohsen & HALICIOGLU, Ferda & GHODSI, Seyed Hesam, 2016. "Asymmetric Effects of Exchange Rate Changes on British Bilateral Trade Balances," MPRA Paper 73477, University Library of Munich, Germany.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ferda Halıcıoğlu & Kasım Eren, 2017. "Testing Twin Deficits and Saving-Investment Nexus in Turkey," Yildiz Social Science Review, Yildiz Technical University, vol. 3(1), pages 35-46.
    2. Ghosh, sudeshna, 2017. "Globalization and Obesity: Asian Experiences of ‘Globesity’," MPRA Paper 94601, University Library of Munich, Germany.
    3. Mitch Kunce, 2022. "The Tenuous Ecological Divorce and Unemployment Link with Suicide: A U.S. Panel Analysis 1968-2020," Journal of Statistical and Econometric Methods, SCIENPRESS Ltd, vol. 11(3), pages 1-2.
    4. Andrés, Antonio R. & Halicioglu, Ferda & Yamamura, Eiji, 2011. "Socio-economic determinants of suicide in Japan," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(6), pages 723-731.
    5. Andrés, Antonio R. & Halicioglu, Ferda, 2010. "Determinants of suicides in Denmark: Evidence from time series data," Health Policy, Elsevier, vol. 98(2-3), pages 263-269, December.
    6. Ahmed, Khalid, 2015. "The sheer scale of China’s urban renewal and CO2 emissions: Multiple structural breaks, long-run relationship and short-run dynamics," MPRA Paper 71035, University Library of Munich, Germany.
    7. Halicioglu, Ferda & Yolac, Sema, 2015. "Testing the impact of unemployment on self-employment: empirical evidence from OECD countries," MPRA Paper 65026, University Library of Munich, Germany.
    8. Muhammad Shahbaz & Muhammad shahbaz Shabbir & Muhammad sabihuddin Butt, 2016. "Does Military Spending Explode External Debt in Pakistan?," Defence and Peace Economics, Taylor & Francis Journals, vol. 27(5), pages 718-741, September.
    9. Ali, Amjad & Ur Rehman, Hafeez, 2015. "Macroeconomic Instability and Its Impact on Gross Domestic Product: An Empirical Analysis of Pakistan," MPRA Paper 71037, University Library of Munich, Germany.
    10. Idris, Asma Rashidah & Habibullah, Muzafar & Haji Din, Badariah, 2018. "Does Financial Development Contribute to Fertility Decline in Malaysia? An Empirical Investigation," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 52(1), pages 191-203.
    11. Bibhuti Sarker & Farid Khan, 2020. "Nexus between foreign direct investment and economic growth in Bangladesh: an augmented autoregressive distributed lag bounds testing approach," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-18, December.
    12. Halicioglu, Ferda & Andrés, Antonio R. & Yamamura, Eiji, 2012. "Modeling crime in Japan," Economic Modelling, Elsevier, vol. 29(5), pages 1640-1645.
    13. Muzammil, Muhammad, 2015. "Impact of Financial Development on Trade Balance: An ARDL Cointegration and Causality Approach for Pakistan," MPRA Paper 68587, University Library of Munich, Germany.
    14. Shahbaz, Muhammad, 2012. "Does trade openness affect long run growth? Cointegration, causality and forecast error variance decomposition tests for Pakistan," Economic Modelling, Elsevier, vol. 29(6), pages 2325-2339.
    15. Shahbaz, Muhammad & Loganathan, Nanthakumar & Muzaffar, Ahmed Taneem & Ahmed, Khalid & Ali Jabran, Muhammad, 2016. "How urbanization affects CO2 emissions in Malaysia? The application of STIRPAT model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 83-93.
    16. Eléazar Zerbo, 2015. "CO2 emissions, growth, energy consumption and foreign trade in Sub-Sahara African countries," Working Papers hal-01110769, HAL.
    17. Ferda Halicioglu & Cevat Karatas, 2013. "A social discount rate for Turkey," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(2), pages 1085-1091, February.
    18. Mohamed Maher & Yanzhi Zhao, 2022. "Do Political Instability and Military Expenditure Undermine Economic Growth in Egypt? Evidence from the ARDL Approach," Defence and Peace Economics, Taylor & Francis Journals, vol. 33(8), pages 956-979, November.
    19. Halicioglu, Ferda, 2012. "An empirical study of relationship between FIFA world ranking and domestic football competition level: the case of Turkey," MPRA Paper 35662, University Library of Munich, Germany.
    20. Verónica Cañal-Fernández & Julio Tascón Fernández, 2018. "The long run impact of foreign direct investment, exports, imports and GDP: evidence for Spain from an ARDL approach," Working Papers 0128, European Historical Economics Society (EHES).

    More about this item

    Keywords

    obesity; cointegration; causality; time series; Finland;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
    • I1 - Health, Education, and Welfare - - Health
    • I10 - Health, Education, and Welfare - - Health - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:48342. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.