Constructing An Indicator System Or Scorecard For Higher Education: A .

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Institut international deplanification de l’éducationConstructing an indicator systemor scorecard for higher educationA practical guideMichaela MartinClaude SauvageotProject coordinated by Bertrand TchatchouaHigher Education

Constructing an indicator systemor scorecard for higher educationA practical guideMichaela MartinClaude SauvageotProject coordinated byBertrand TchatchouaInternational Institutefor Educational Planning

The views and opinions expressed in this book are those of the authors and do not necessarily representthe views of UNESCO or IIEP. The designations employed and the presentation of material throughoutthis review do not imply the expression of any opinion whatsoever on the part of UNESCO or IIEPconcerning the legal status of any country, territory, city or area or its authorities, or concerning itsfrontiers or boundaries.The publication costs of this study have been covered through a grant-in-aid offered by UNESCO andby voluntary contributions made by several Member States of UNESCO, the list of which will be foundat the end of the volume.Published by:International Institute for Educational Planning7–9 rue Eugène Delacroix, 75116 Paris, etting: Linéale ProductionPrinted in IIEP’s printshopISBN: 978-92-803-1329-1 UNESCO 2011

ContentsList of abbreviations . 5List of tables and figures. 7Preface . 9Acknowledgements.11Introduction . 13Chapter 1The context of higher education policies . 151.1 Significant trends in the evolution of higher education systems around the world . 161.2 Trends in the reform of governance and management . 17Chapter 2Definitions and ways of constructing an indicator system . 192.1 Objectives of an indicator system . 202.2 Indicators and administrative cultures . 202.3 Various uses of indicator systems . 202.4 Prerequisites for developing an indicator system . 22Chapter 3Methodological aspects of an indicator system . 273.1 What is an indicator? . 283.2 What are the criteria for a ‘good’ indicator? . 283.3 What should be measured? . 293.4 Typologies of indicators, or how to classify indicators by category . 303.5 Steps in developing an indicator system . 31Chapter 4Using indicators for overall monitoring of a higher education system. 334.1 Monitoring a higher education policy or plan . 344.2 Moving from objectives to indicators . 354.3 Analysing the performance of a higher education system. 384.4 Sources of data . 42Chapter 5Using indicators for planning and monitoring in higher education institutions . 435.1 Developing an indicator system to monitor a university’s strategic plan or project . 445.2 Analysing an institution’s performance. 495.3 Sources of data . 503International Institute for Educational Planningwww.iiep.unesco.org

Chapter 6Calculating indicators, conducting analyses, and presenting the results . 516.1 Calculating an indicator .526.2 Internal consistency after calculating the indicators .536.3 Analyses of the indicators .546.4 Designing the layout of the publication using computer programs.576.5 Using the indicator system for internal and external evaluation:the importance of transparency .586.6 Updating the indicator system or scorecard .58Chapter 7How to organize and manage the production of an indicator system . 61Chapter 8Using indicators for international comparisons .658.1 International classifications and indicators in education.668.2 Country rankings .698.3 International rankings .70Conclusion .73References .75Appendix 1 .77Appendix 2 . 81Appendix 3 .83Appendix 4 .84Appendix 5 .85Appendix 6 .864International Institute for Educational Planningwww.iiep.unesco.org

List of abbreviationsAESBSCCEPESCEREQCFA ISCEDIMAPIUTKPIadministration, economics, and social sciencesbalanced scorecardEuropean Centre for Higher Education (UNESCO)Centre for Studies and Research on Qualifications (France)(Centre d’études et de recherches sur les qualifications)currency used in 14 countries of West and Central Africa( franc de la Communauté financière africaine)Centre for Higher Education (Germany)National Centre for Arts and Crafts (France)(Centre national des arts et métiers)Conference of Ministers of Education of the African Unionpost-secondary classes to prepare for the competitive exams to gain admission toprestigious higher education institutions (France)(classes préparatoires aux grandes écoles)Centre for Science and Technology Studies, Leiden University (Netherlands)Evaluation, Forecasting, and Performance Directorate, Ministry of Education (France)(Direction de l’évaluation, de la prospective et de la performance,ministère de l’Éducation nationale)university diploma in technology (France)(diplôme universitaire de technologie)European Higher Education AreaEuropean UnionStatistical Office of the European UnionNetwork on education systems and policies in Europefull-time equivalentgross domestic productgross enrolment ratioGlobal University Network for InnovationHigher Education Funding Council for England (UK)Higher Education Statistics Agency (UK)information and communication technologyInstitute for Higher Education Policy (USA)intellectual property rightsInternational Institute for Educational Planning (UNESCO)International Indicators of Education Systems project (OECD)International Ranking Expert GroupInternational Standard Classification of EducationInternet Message Access Protocoluniversity institute of technology (France)(institut universitaire de technologie)key performance indicators5International Institute for Educational Planningwww.iiep.unesco.org

PSSTSTECTHESUGUISUIS/SCBUKUNESCOUTMlaw relating to powers and procedures in public finances (France)(Loi organique relative aux lois de finances)Ministry of Education (France)(Ministère de l’Éducation nationale)mathematics, sciences, and technologyMinistry of Higher Education and Research (France)(Ministère de l’Enseignement supérieur et de la Recherche)National Plan for Higher Education (South Africa)open and distance learningOrganisation for Economic Co-operation and Developmentoverseas territory (France)(département d’outre-mer)Programme for International Student Assessment (OECD)Doctor of PhilosophyQuacquarelli SymondsResearch Assessment Exercise (UK)Science Citation Index ExpandedSocial Science Citation Indexsciences and techniques of physical activity and sports (France)(sciences et techniques des activités physiques et sportives)post-secondary professional/technical studies (France)(section de techniciens supérieurs)Tertiary Education Commission (Mauritius)Times Higher Education SupplementundergraduateUNESCO Institute for StatisticsStatistical Capacity Building section of the UNESCO Institute for StatisticsUnited KingdomUnited Nations Educational, Scientific and Cultural OrganizationUniversiti Teknologi Malaysia6International Institute for Educational Planningwww.iiep.unesco.org

List of tables and figuresTablesTable 4.1Table 4.2Table 4.3Table 4.4Table 4.5Table 5.1Table 5.2Table 6.1Table 6.2Table 6.3Table 8.1Table 8.2Table A1Sample of the process of moving from an objective to an indicatorLinks between higher education objectives and indicatorsin the European Union (2004)Links between objectives and indicators in the European Union (2007)Matching indicators with objectives in FranceIndicator system for higher education in TunisiaFrom objectives to indicators in universities in FranceMain fields of indicators for universities in FranceEntry rate into higher education in selected OECD countriesAnalysis of female/male disparities: some trapsExample of a trend in gross enrolment rateSuccess (survival) rates in higher education in France based onindividual student data (2004)Selected examples of rankings of higher education institutions (2002)How the three complementary dimensions work at level 5 of the ISCED35363737404949535555686979FiguresFigure 6.1Figure 6.2Figure 6.3Figure 6.4Figure 6.5Figure 7.1Gross enrolment rate from 1990 to 2004 (first visual representation)Gross enrolment rate from 1990 to 2004 (second visual representation)Enrolment rate from 1970 to 2000Enrolment rate from 1987 to 2001Enrolment rate from 1990 to 2001Example of organizational structure and workflow chart5656565656637International Institute for Educational Planningwww.iiep.unesco.org

PrefaceAt the beginning of this new millennium, the importance of higher education for a country’s developmentneeds no further proof. Higher education instils skills and teaches advanced knowledge that are vital forbuilding a knowledge society. It is both the final link in the education chain and a source of new knowledgeand training that supports the other levels of the education system.Higher education around the world faces enormous challenges. The demand for this level of educationis very strong. The expansion of education systems requires a rapid transformation in institutions, thesupply of education, and teaching practices. To meet the challenge of this demand, higher educationsystems are undergoing a process of diversification and modernization.In this context, the forms of education governance are also in a period of transformation. In particular,in exchange for granting greater autonomy to higher education institutions, governments are askingthem to develop their own institutional policies and strategic plans, and to be in a position to demonstrateclearly the results of these. In order to respond to this new demand, institutions are obliged to build theirown management capacity and implement better-performing information systems and monitoring tools.For this reason, an indicator system (also known as a ‘scorecard or ‘dashboard’) for higher educationseems to be an indispensable management and communication tool.This guide flows from this concept. It fulfils a need identified by work conducted by the UNESCOInstitute for Statistics (UIS) and the International Institute for Educational Planning (IIEP) in concertwith statistics specialists and educational planners. Many countries are currently exploring the bestmeans of designing indicator systems for their higher education sectors. They perceive the need for anindicator system to improve communication on the progress of their higher education systems to thepublic at large and funding organizations, as well as to monitor the implementation of their public highereducation policies.Therefore, this work has a very concrete goal. As its title indicates, the major goal is to provide a practicalguide for educational planners who wish to construct an indicator system. To this end, it presents generalguidelines and tools for developing and presenting indicators. It begins by discussing the context in whichthe need for an indicator system may arise. It then presents the various goals of an indicator system,which influence its orientation and format, and outlines a methodology for setting up such a system.Finally, it covers the very important question of rankings in higher education. These can be seen as therecent product of increased competition among institutions and countries to attract the best professorsand students. Ranking can either serve as a source of indicators for an indicator system or provide ameans of comparison to explain certain aspects of the system in relation to regional and internationalrealities.The contents of this guide were nurtured in discussions conducted with educational planners in ministriesof higher education in francophone Africa during the Workshop on Identifying Information Needs inthe Higher Education Sector organized by the Statistical Capacity Building Unit of the UNESCOInstitute for Statistics (UIS/SCB), held in Dakar, 28–30 April 2008.We hope that this publication will help higher education planners and policy-makers to construct indicatorsystems that contain both useful and relevant indicators and that these systems will be regularlyupdated.We also hope that indicator systems will contribute to better management of higher education systemsin order to improve their functioning and the quality of teaching and research conducted therein.Hendrik van der PolDirector, UISMark BrayDirector, IIEP** From 2006 to 2010.9International Institute for Educational Planningwww.iiep.unesco.org

AcknowledgementsThe project to produce this guide was initiated by the UNESCO Institute for Statistics (UIS), whichbenefited from the technical expertise of the International Institute for Educational Planning (IIEP).Bertrand Tchatchoua, Programme Specialist at UIS, provided technical assistance in the production ofthis document. In addition, he worked in close collaboration with the authors. During the various phasesof writing and editing, he provided invaluable observations and comments.Many staff members at IIEP and UIS also provided comments on the final version of this guide, notablyPatricia Dias da Graça, Khadim Sylla, N.V. Varghese, Nafiou Inoussa, and Saïd Belkachla.Hendrik van der Pol, Director of UIS, and Mark Bray, former Director of IIEP, supported the projectthroughout its execution.We sincerely thank all of these people for their significant contributions towards the production of thisguide.Michaela Martin and Claude Sauvageot11International Institute for Educational Planningwww.iiep.unesco.org

IntroductionIndicators in general, and indicator systems in particular, are on the agenda in all sectors and all levels ofeducation systems. Current interest in these tools is based on trends related to reform of the publicsector in general and higher education systems in particular, but also on those related to reforms in thegovernance and management of higher education institutions.In the 1980s, much work was conducted on indicator systems. Following a period of development,notably in the countries of the Organisation for Economic Co-operation and Development (OECD),many countries now possess a set of indicators, commonly called a ‘scorecard’ or ‘dashboard’. It providesa means of assessing to what degree an education system or its institutions are progressing with respectto their predefined goals. Countries in the South acknowledge the utility of such tools but still face greatchallenges in implementing them.Indicator systems have emerged in the context of increased awareness of the importance of analysingperformance. On the one hand, the importance of data to inform rational decision-making needs nofurther proof, and in the context of policies designed to give more autonomy to institutions, verifyingthe performance of these institutions has become an obligation. On the other, governments face anincreasing need to inform stakeholders – most often the elected body (parliament), but on occasion awider audience – on the state of higher education. International comparisons for the purpose ofbenchmarking the system are perceived as a priority in this context. Furthermore, indicators are on theagenda in terms of new funding modalities in international cooperation that make funding conditionalupon a country having an education plan and a system of indicators that can measure progress. Themoment is therefore propitious for helping planners, at both the national and institutional levels, toconstruct an indicator system that matches their current policy or plan in progress.However, caution is required from the outset. A higher education indicator system cannot be developedwithout two prerequisites being fulfilled. The first is possession of a functioning information system thatcontains basic information reliable enough to develop the indicators. This is not always the case. Indeed,many countries in the South have dysfunctional information systems that are not very accurate and areunable to produce information in the time required. Therefore, an indicator system is not the first stepbut rather the end result of a functioning information system that can make good use of data andcommunicate them clearly. The second prerequisite is a policy or plan that is sufficiently explicit andclear, providing a foundation upon which an informative indicator system can be constructed. Thesetwo crucial prerequisites will be discussed in detail throughout this document.The goal of this ‘practical guide’ is to support higher education planners in building an indicator systemthat is both well adapted to the context of their countries and sufficiently explicit to serve as an instrumentfor monitoring national higher education policy or simply the functioning of the system.13International Institute for Educational Planningwww.iiep.unesco.org

CHAPTER 1THECO NT E X T O F H I G H E RE D U C AT I O N P O L I C I E SInternational Institute for Educational Planningwww.iiep.unesco.org

Higher education is at a crossroads today in themajority of developed and developing countries.Following a period of strong political and financialsupport at independence, owing to its prestige asa national symbol, higher education has been incrisis in many developing countries since the 1980s.The consequence has been lower levels of fundingand lack of political support for its development.In the wake of the recent emergence of theconcept of the ‘knowledge economy’, which isconsidered a major factor of national andinternational competitiveness, higher education isnow reassuming its strategic role in nationaldevelopment. This new perspective has translatedinto increased political will to manage highereducation so that it coincides with developmentgoals. 1.1 Significant trends in theevolution of highereducation systems aroundthe worldT he development of higher education ischaracterized by certain strong trends, includingthe following five: Rapid worldwide increase in the studentpopulationThe world student population increased from68 million in 1991 to 151 million in 2007, anunprecedented growth surge. In someregions, the increase has been extremelyrapid. In the East Asia-Pacific region, forexample, the number of students rose from14 to 46 million. This means the grossenrolment rate (GER) increased from 14% in1991 to 26% in 2007 (UIS, 2009).However, this expansion has been markedby inequality between regions. In NorthAmerica and Western Europe, the GER rosefrom 52% in 1991 to 70% in 2007, while insub-Saharan Africa, it increased only from3% to 6% during the same period.In many countries, the growth of the studentpopulation has presented institutions withchallenges in managing the influx. Very often,funding has not matched the level of growth,which in turn has affected the quality ofhigher education. Diversification in the provision of educationGiven the pressure of student influx and realor anticipated changes in employmentstructures, higher education models havebecome widely diversified, either from theinstitutional point of view in terms of thecreation of new types of institutions offeringshort-term training (more professionallyoriented), or simply by offering courses withcontent more applicable to the job market.The increasing tendency to speak of ‘tertiaryeducation’ is revealing in that there are nowm a ny i n s t it u t i o n s a n d e d u c at i o n a lopportunities that are not necessarilyconnected with a university.Increased privatization of higher educationSome countries, notably in Latin Americaand Asia, have a well-established tradition ofprivate higher education, while in othercountries this type of institution is primarilya novelty. To respond to increased socialdemand and cope with funding constraints,a number of countries that did not have thistradition have recently given legal status toprivate institutions, which are showingremarkable dynamism by developing morequickly than public sector institutions.Privatization is also on the agenda in thepublic sector, which, often confronted withfunding constraints, has had to develop itscapacity to generate its own resources byoffering its education and research servicesto the private sector at a price. The emergenceand rapid development of the private sectorpresents new problems related to supervisionand quality control.Growing internationalizationAlthough it is commonly acknowledged thathigher education is an international activitypar excellence, in recent years internationalmobility has been developing at every level.Student mobility is one of the more visiblesigns of this growing interest in thingsinternational. The number of studentsstudying abroad rose from 750,000 in 1974to nearly 2.8 million in 2007 (UIS, 2009).Africa is the continent with the greatestmobility – nearly 6% of the student populationin 2007 (UIS, 2009). The internationalizationof higher education has been accompaniedby an increased perception of the importanceof the funding issues, both individual andcollective, that underlie this mobility. In the16International Institute for Educational Planningwww.iiep.unesco.org

past, f inancing an education primarilydepended on the availability of scholarships.Today, however, students must increasinglyrely on their own financial resources. In thiscontext, countries often engage in activepolicies to attract foreign students. Therefore,there now exists a market for highereducation, and as a result, there is increasedinterest in comparing the performance ofcountries’ education systems.Regional integration and the internationalizationof policiesIt should also be noted that higher educationis being increasingly af fected by themovement towards regional integration,since the latter exists in some form oranother around the world. In many regions,the creation of internal markets with the goalof the free circulation of people directlyaffects the educational sphere because itrequires the recognition of diplomas anddegrees. In the European region, the aim ofthe Bologna Process is to create a EuropeanHigher Education Area (EHEA) with acommon structure of qualifications. Thedevelopment of a regional qualificationsframework is under way in the SouthernAfrican Development Community, as wellas in the Pacific and Caribbean regions. TheAfrican Union has proclaimed a policyobjective of harmonizing the qualificationstructure throughout the African continentby adopting the bachelor’s-master’s-doctoratestructure. These examples illustrate how theprocess of regional integration can affecteducation policies and planning objectives.1.2 Trends in the reformof governance andmanagement The trends described above are driving a reexamination of the traditional methods ofgovernance of education systems and institutionalmanagement. Many countries around the worldhave recently introduced reforms to their systemsof governance that directly affect the managementof their educational institutions. The mostsignificant trends that influence the need forinformation and consequently the demand forindicator systems include the following:DeregulationIn many countries, administrations have beenre-organized according to the ‘new publicmanagement’ model, which redefines theirrole as public authorities. With regard toeducation policy, one of the emergingcharacteristics of this model is the greatert r ust placed in dereg ulat ion a nddecentralization from public authorities toinstitutions by granting more institutionalautonomy, in particular in the administrativearea. New management tools have appeared,such as goal negotiation and performancecontracts related to institutional policies andplans. The application of funding formulasaimed at distributing the education budgetamong the various institutions of highereducation, allocating them lump-sum grantsbased on performance indicators, is part ofthis new trend in reforming higher educationmanagement.Differentiation of institutions’ missionsFaced with the expansion of higher education,higher education institutions have beenengaged in a process of informal differentiationof their priority missions in recent years. Insystems experiencing a high level of expansion,institutions are seeking to develop, at least inpart, individual prof iles based on thecharacteristics of their socio-economicenvironments, the better to fulfil the needsof their stakeholders. Matching teaching andresearch to the needs of the region is seen asparticularly important. The target populationof the institution is also seen as part of thisdifferentiation (a type of ‘branding’). Inaddition, as institutions often face fundingconst ra int s, some of t hem developentrepreneurial activities to offer theirteaching, training, and research to thebusiness world.Importance of strategic planningAs a direct consequence of increasedautonomy on the part of institutions, strategicplanning in higher education has emerged inthe past two decades. Such plans have beendevelop ed eit her at t he request ofgovernments, to inform discussions relatedto performance contracts, or on the initiativeof institutions themselves if they are in acontext where the market plays an importantrole. The introduction of strategic planninggenerates new needs for monitoring by17International Institute for Educational Planningwww.iiep.unesco.org

institutions and fosters the development ofboth information systems and indicatorsystems as part of this process.I nc r ea s e d imp o r tanc e of m o nito r ingperformanceThe increased autonomy of institutions isreflected in new monitoring tools, such asexternal quality assurance models andindicator systems. In terms of qualityassura nce, audits, eva luations, a ndaccreditation of programmes are among themost common reform measures and form averitable worldwide trend. External qualitycontrol provides a means of monitoringquality without necessarily generatingperformance comparisons. The goal ofindicator systems, already widespread in theEnglish-speaking world, is to follow up onnational or provincial education policy andhave a database that provides a means ofcompa rison a mong entities such asinstitutions, departments, and individuals.These tools are related to the notions ofself-r

needs no further proof. Higher education instils skills and teaches advanced knowledge that are vital for building a knowledge society. It is both the fi nal link in the education chain and a source of new knowledge and training that supports the other levels of the education system. Higher education around the world faces enormous challenges.

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