IDEAS home Printed from https://ideas.repec.org/a/spr/soinre/v129y2016i3d10.1007_s11205-015-1162-8.html
   My bibliography  Save this article

Balancing Teachers’ Math Satisfaction and Other Indicators of the Education System’s Performance

Author

Listed:
  • O. D. Marcenaro-Gutierrez

    (Universidad de Malaga)

  • M. Luque

    (Universidad de Malaga)

  • L. A. Lopez-Agudo

    (Universidad de Malaga)

Abstract

We investigate the potential balance between some teacher characteristics, particularly teachers’ satisfaction and different measures of pupils’ performance (average students’ test scores and percentage of students achieving basic standards of learning in mathematics), in order to optimize the outputs of the Spanish education system. Our contribution to the existing literature is twofold: on the one side, we provide estimates on the balance between teachers’ effectiveness and fourth grade students’ performance in Spain, by using recent survey data from the program on Trends in International Mathematics and Science Study; on the other side, we implement a novel methodology which allows optimizing simultaneously a set of indicators of the educational system outputs, to the extent that our empirical approach revealed the existence of some degree of conflict among the outputs under scrutiny. These analyses provide empirical evidence of the importance of simultaneously analysing different indicators of the performance of the education system and the need to invest in teachers’ satisfaction as a motivation mechanism for improving national educational achievement, at least in primary education. Additionally they bring attention into the harmful impact of some education policy measures taken as a consequence of the economic crisis, as, e.g. the delay in the replacement of teachers, which entails the lack of teachers at schools to cover all lessons.

Suggested Citation

  • O. D. Marcenaro-Gutierrez & M. Luque & L. A. Lopez-Agudo, 2016. "Balancing Teachers’ Math Satisfaction and Other Indicators of the Education System’s Performance," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 129(3), pages 1319-1348, December.
  • Handle: RePEc:spr:soinre:v:129:y:2016:i:3:d:10.1007_s11205-015-1162-8
    DOI: 10.1007/s11205-015-1162-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11205-015-1162-8
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11205-015-1162-8?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Peter Dolton & Oscar D. Marcenaro-Gutierrez, 2011. "If you pay peanuts do you get monkeys? A cross-country analysis of teacher pay and pupil performance [Discrimination in the market for public school teachers]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(65), pages 5-55.
    2. Paul T. Decker & Daniel P. Mayer & Steven Glazerman, "undated". "The Effects of Teach For America on Students: Findings from a National Evaluation (Working Paper)," Mathematica Policy Research Reports 0ff21c21c2694f8a921e5fcb8, Mathematica Policy Research.
    3. Michaelowa, Katharina, 2002. "Teacher Job Satisfaction, Student Achievement, and the Cost of Primary Education in Francophone Sub-Saharan Africa," Discussion Paper Series 26273, Hamburg Institute of International Economics.
    4. Miles Corak, 2013. "Income Inequality, Equality of Opportunity, and Intergenerational Mobility," Journal of Economic Perspectives, American Economic Association, vol. 27(3), pages 79-102, Summer.
    5. Marcenaro-Gutierrez, O.D. & Luque, M. & Ruiz, F., 2010. "An application of multiobjective programming to the study of workers' satisfaction in the Spanish labour market," European Journal of Operational Research, Elsevier, vol. 203(2), pages 430-443, June.
    6. Eric A. Hanushek & Marc Piopiunik & Simon Wiederhold, 2019. "The Value of Smarter Teachers: International Evidence on Teacher Cognitive Skills and Student Performance," Journal of Human Resources, University of Wisconsin Press, vol. 54(4), pages 857-899.
    7. Paul T. Decker & Daniel P. Mayer & Steven Glazerman, "undated". "The Effects of Teach For America on Students: Findings from a National Evaluation," Mathematica Policy Research Reports c8b5eb6d499c465c86a96bee4, Mathematica Policy Research.
    8. Luque, Mariano & Miettinen, Kaisa & Eskelinen, Petri & Ruiz, Francisco, 2009. "Incorporating preference information in interactive reference point methods for multiobjective optimization," Omega, Elsevier, vol. 37(2), pages 450-462, April.
    9. Watanabe, Michio & Tanaka, Katsuya, 2007. "Efficiency analysis of Chinese industry: A directional distance function approach," Energy Policy, Elsevier, vol. 35(12), pages 6323-6331, December.
    10. Ehrgott, Matthias & Tenfelde-Podehl, Dagmar, 2003. "Computation of ideal and Nadir values and implications for their use in MCDM methods," European Journal of Operational Research, Elsevier, vol. 151(1), pages 119-139, November.
    11. Dan D. Goldhaber & Dominic J. Brewer, 1997. "Why Don't Schools and Teachers Seem to Matter? Assessing the Impact of Unobservables on Educational Productivity," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 505-523.
    12. Anna Vignoles & Augustin De Coulon & Oscar Marcenaro-Gutierrez, 2011. "The value of basic skills in the British labour market," Oxford Economic Papers, Oxford University Press, vol. 63(1), pages 27-48, January.
    13. Kalyanmoy Deb & Kaisa Miettinen, 2010. "Nadir Point Estimation Using Evolutionary Approaches: Better Accuracy and Computational Speed Through Focused Search," Lecture Notes in Economics and Mathematical Systems, in: Matthias Ehrgott & Boris Naujoks & Theodor J. Stewart & Jyrki Wallenius (ed.), Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, pages 339-354, Springer.
    14. Jonah E. Rockoff, 2004. "The Impact of Individual Teachers on Student Achievement: Evidence from Panel Data," American Economic Review, American Economic Association, vol. 94(2), pages 247-252, May.
    15. Fare, Rolf & Grosskopf, Shawna & Noh, Dong-Woon & Weber, William, 2005. "Characteristics of a polluting technology: theory and practice," Journal of Econometrics, Elsevier, vol. 126(2), pages 469-492, June.
    16. Fernando Galindo-Rueda & Anna Vignoles, 2005. "The Declining Relative Importance of Ability in Predicting Educational Attainment," Journal of Human Resources, University of Wisconsin Press, vol. 40(2).
    17. repec:mpr:mprres:4150 is not listed on IDEAS
    18. Eric A. Hanushek & Marc Piopiunik & Simon Wiederhold, 2014. "International Evidence on Teacher Cognitive Skills and Student Performance," CID Working Papers 63, Center for International Development at Harvard University.
    19. Sueyoshi, Toshiyuki & Goto, Mika, 2011. "Measurement of Returns to Scale and Damages to Scale for DEA-based operational and environmental assessment: How to manage desirable (good) and undesirable (bad) outputs?," European Journal of Operational Research, Elsevier, vol. 211(1), pages 76-89, May.
    20. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    21. repec:mpr:mprres:4012 is not listed on IDEAS
    22. Hannele Wallenius & Jyrki Wallenius & Pentti Vartia, 1978. "An Approach to Solving Multiple Criteria Macroeconomic Policy Problems and an Application," Management Science, INFORMS, vol. 24(10), pages 1021-1030, June.
    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. Ana B. Ruiz & Mariano Luque & Oscar D. Marcenaro-Gutierrez, 2022. "On the use of Synthetic Indexes Based on Multi-Criteria Decision Making to Study the Efficiency of Teachers," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 163(3), pages 1269-1300, October.
    2. Prieto-Latorre, Claudia & Lopez-Agudo, Luis Alejandro & Luque, Mariano & Marcenaro-Gutierrez, Oscar David, 2022. "The ideal use of the internet and academic success: Finding a balance between competences and knowledge using interval multiobjective programming," Socio-Economic Planning Sciences, Elsevier, vol. 81(C).
    3. Simona MINA, 2017. "Indicators of Motivation and Satisfaction on Students’ Activities," Book chapters-LUMEN Proceedings, in: Camelia IGNATESCU & Antonio SANDU & Tomita CIULEI (ed.), Rethinking Social Action. Core Values in Practice, edition 1, volume 1, chapter 46, pages 508-521, Editura Lumen.

    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. Ludger Woessmann, 2016. "The Importance of School Systems: Evidence from International Differences in Student Achievement," Journal of Economic Perspectives, American Economic Association, vol. 30(3), pages 3-32, Summer.
    2. Mariano Luque & Ana Ruiz & Rubén Saborido & Óscar Marcenaro-Gutiérrez, 2015. "On the use of the $$L_{p}$$ L p distance in reference point-based approaches for multiobjective optimization," Annals of Operations Research, Springer, vol. 235(1), pages 559-579, December.
    3. Artige, Lionel & Cavenaile, Laurent, 2023. "Public education expenditures, growth and income inequality," Journal of Economic Theory, Elsevier, vol. 209(C).
    4. Cordero, Jose M. & Gil-Izquierdo, María, 2018. "The effect of teaching strategies on student achievement: An analysis using TALIS-PISA-link," Journal of Policy Modeling, Elsevier, vol. 40(6), pages 1313-1331.
    5. Ralph Hippe & Luisa De Sousa Lobo Borges de Araujo & Patricia Dinis Mota da Costa, 2016. "Equity in Education in Europe," JRC Research Reports JRC104595, Joint Research Centre.
    6. Roland G. Fryer, Jr, 2010. "Financial Incentives and Student Achievement: Evidence from Randomized Trials," NBER Working Papers 15898, National Bureau of Economic Research, Inc.
    7. Burgess, Simon & Metcalfe, Robert & Sadoff, Sally, 2021. "Understanding the response to financial and non-financial incentives in education: Field experimental evidence using high-stakes assessments," Economics of Education Review, Elsevier, vol. 85(C).
    8. Vilsa E. Curto & Roland G. Fryer Jr., 2014. "The Potential of Urban Boarding Schools for the Poor: Evidence from SEED," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 65-93.
    9. Adrien Montalbo, 2019. "Education and economic development. The influence of primary schooling on municipalities in nineteenth-century France," Working Papers halshs-02286126, HAL.
    10. Hanushek, Eric A., 2011. "The economic value of higher teacher quality," Economics of Education Review, Elsevier, vol. 30(3), pages 466-479, June.
    11. Bouguen, Adrien, 2016. "Adjusting content to individual student needs: Further evidence from an in-service teacher training program," Economics of Education Review, Elsevier, vol. 50(C), pages 90-112.
    12. Anna Thum-Thysen & Rossella Cravetto & Jan Varchola, 2021. "Investing in People’s Competences A Cornerstone for Growth and Wellbeing in the EU," European Economy - Discussion Papers 139, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    13. Víctor Giménez & Claudio Thieme & Diego Prior & Emili Tortosa-Ausina, 2017. "An international comparison of educational systems: a temporal analysis in presence of bad outputs," Journal of Productivity Analysis, Springer, vol. 47(1), pages 83-101, February.
    14. Luque, M. & Marcenaro-Gutiérrez, O.D. & López-Agudo, L.A., 2015. "On the potential balance among compulsory education outcomes through econometric and multiobjective programming analysis," European Journal of Operational Research, Elsevier, vol. 241(2), pages 527-540.
    15. Ana Ruiz & Rubén Saborido & Mariano Luque, 2015. "A preference-based evolutionary algorithm for multiobjective optimization: the weighting achievement scalarizing function genetic algorithm," Journal of Global Optimization, Springer, vol. 62(1), pages 101-129, May.
    16. Miettinen, Kaisa & Eskelinen, Petri & Ruiz, Francisco & Luque, Mariano, 2010. "NAUTILUS method: An interactive technique in multiobjective optimization based on the nadir point," European Journal of Operational Research, Elsevier, vol. 206(2), pages 426-434, October.
    17. Víctor Giménez & Claudio Thieme & Diego Prior & Emili Tortosa-Ausina, 2014. "An international comparison of educational systems: an application of the global Malmquist-Luenberger index," Working Papers 2014/18, Economics Department, Universitat Jaume I, Castellón (Spain).
    18. Johan Coenen & Ilja Cornelisz & Wim Groot & Henriette Maassen van den Brink & Chris Van Klaveren, 2018. "Teacher Characteristics And Their Effects On Student Test Scores: A Systematic Review," Journal of Economic Surveys, Wiley Blackwell, vol. 32(3), pages 848-877, July.
    19. Víctor Giménez García & Diego Prior Jiménez & Emili Tortosa-Ausina & Claudio Thieme, 2016. "Una comparación internacional de la eficiencia de sistemas educativos. Un enfoque dinámico para el periodo 2003-2012," Investigaciones de Economía de la Educación volume 11, in: José Manuel Cordero Ferrera & Rosa Simancas Rodríguez (ed.), Investigaciones de Economía de la Educación 11, edition 1, volume 11, chapter 36, pages 653-670, Asociación de Economía de la Educación.
    20. Jonah E. Rockoff & Brian A. Jacob & Thomas J. Kane & Douglas O. Staiger, 2011. "Can You Recognize an Effective Teacher When You Recruit One?," Education Finance and Policy, MIT Press, vol. 6(1), pages 43-74, January.

    More about this item

    Keywords

    Teachers’ satisfaction; Pupil performance; Mathematics; Trade-off; TIMSS 2011;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy

    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:spr:soinre:v:129:y:2016:i:3:d:10.1007_s11205-015-1162-8. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.