Literacy for Life Further resuLts From the AduLt LiterAcy And LiFe skiLLs survey Literacy for Life Literacy for Life is the second report from the Adult Literacy and Life Skills Survey. It presents additional results on the nature and magnitude of the literacy gaps faced by OECD countries and Further resuLts From the AduLt how these gaps have evolved over the medium term. LiterAcy And LiFe skiLLs survey It offers new insights into the factors that influence the formation of adult skills in various settings – at home and at work – for the eleven countries participating in the first and last round of data collection between 2003 and 2008. The study offers comparative evidence on the impact of various factors on the supply of skill. The study offers a special focus on numeracy skills and problem solving skills. It explores the relationships between numeracy and key socio-demographic factors as well as labour market outcomes and earnings. It highlights the importance of problem solving skills by defining this foundational skill and by exploring its determinants as well as its relative role in influencing important labour market outcomes. L The report offers also an analysis of performance across multiple skill domains. It investigates the it e skill profiles of various population groups defined in terms of the demographic and socioeconomic r a characteristics of those who score at levels deemed to be low in one or more skill domains and c y explores the resulting consequences. f o r The report concludes by investigating the issue of skill mismatch in the labour market and its L if relationship to adult learning. The extent and distribution of mismatch between the day-to-day e literacy related requirements of workers and the literacy skills they have obtained is an important F u issue that is being explored in this study. rt h e r r e s u L t s F r o m t h e A d u L t L it e r A c y A n d L iF e Please cite this publication as: s k OECD/Statistics Canada (2011), Literacy for Life: Further Results from the Adult Literacy and Life Skills iL L Survey, OECD Publishing. s s http://dx.doi.org/10.1787/9789264091269-en u r v This work is published on the OECD iLibrary, which gathers all OECD books, periodicals and statistical e y databases. Visit www.oecd-ilibrary.org, and do not hesitate to contact us for more information. Second International ALL Report isbn 978-92-64-09125-2 -:HSTCQE=U^VWZW: 87 2010 02 1 P Literacy for Life: Further Results from the Adult Literacy and Life Skills Survey Second International ALL Report Ottawa and Paris Statistics Canada Organisation for Economic Co-operation and Development P-001-020-E.pmd 1 3/27/2012, 10:12 AM This work is published on the responsibility of the Secretary-General of the OECD and the Minister responsible for Statistics Canada. The opinions expressed and arguments employed herein do not necessarily reflect the official views of the Organisation or of the governments of its member countries, or those of the Minister of Industry, Canada. This document and any map included herein are without prejudice to the status of or sovereignty over any territory, to the delimitation of international frontiers and boundaries and to the name of any territory, city or area. Please cite this publication as: OECD, Statistics Canada (2011), Literacy for Life: Further Results from the Adult Literacy and Life Skills Survey, OECD Publishing. http://dx.doi.org/9789264091269-en OECD ISBN 978-92-64-09125-2 (print) OECD ISBN 978-92-64-09126-9 (PDF) Catalogue no. 89-604-XWE-2011001 (PDF) Statistics Canada ISBN 978-1-100-19847-7 (PDF) Catalogue no. 89-604-XIE-2011001 (HTML) Cette publication est disponible en français, La littératie pour la vie : Nouveaux résultats de l’Enquête sur la littératie et les compétences des adultes, (no 89-604-XWF au catalogue), http://www.statcan.gc.ca. Corrigenda to OECD publications may be found on line at: www.oecd.org/publishing/corrigenda. © Organisation for Economic Cooperation and Development (OECD) and Minister of Industry, Canada, 2011 You can copy, download or print OECD content for your own use, and you can include excerpts from OECD publications, databases and multimedia products in your own documents, presentations, blogs, websites and teaching materials, provided that suitable acknowledgement of OECD and Statistics Canada as source and copyright owner is given. All requests for public or commercial use and translation rights should be submitted to [email protected]. Requests for permission to photocopy portions of this material for public or commercial use shall be addressed directly to the Copyright Clearance Center (CCC) at [email protected] or the Centre français d’exploitation du droit de copie (CFC) at [email protected]. P-001-020-E.pmd 2 3/27/2012, 10:12 AM Table of Contents Table of Contents Introduction 13 Note to Readers 19 Acronyms 20 Chapter 1 Antecedents and Objectives of the ALL Survey 21 1.1 Goals of the ALL Survey 23 1.2 Antecedents of the ALL Survey IALS 23 1.3 Objectives of the ALL Survey 27 1.4 Changes in skill from IALS to ALL 28 References 31 Chapter 2 Comparative Profiles of Adult Skills 33 Summary 33 2.1 Overview and highlights 35 2.2 Comparative distributions of adult skills 36 2.3 Changes in skill profiles from IALS 1994 and 1998 to ALL 2003 and 2008 46 2.4 Skills and demographic characteristics 50 Endnotes 58 References 58 Annex 2 Data Values for the Figures 59 Chapter 3 Skills and Valued Economic and Social Outcomes 77 Summary 77 3.1 Overview and highlights 79 3.2 Skills and valued economic and social outcomes 80 3.3 Using skills to predict economic and social outcomes 80 3.4 The earnings and employment advantage 82 3.5 Skills and participation in community activities 94 Endnotes 101 References 102 Annex 3 Data Values for the Figures 103 Chapter 4 Adult Numeracy Skills 141 Summary 141 4.1 Overview and highlights 143 4.2 Defining numeracy in the ALL context 144 4.3 Predictors of adult numeracy skills 145 4.4 Gender and affective response to numeracy 152 4.5 Numeracy and labour market outcomes 154 Conclusion 159 Endnote 159 References 160 Annex 4 Data Values for the Figures 161 3 Statistics Canada and OECD 2011 P-001-020-E.pmd 3 3/27/2012, 10:12 AM Literacy for Life: Further Results from the Adult Literacy and Life Skills Survey Table of Contents Chapter 5 Adult Problem Solving Skills 171 Summary 171 5.1 Overview and highlights 173 5.2 Defining problem solving in the ALL context 174 5.3 Comparative distributions of adult problem solving skill 176 5.4 Factors predicting problem solving skills 177 5.5 Problem solving skills and labour market outcomes 187 Conclusion 191 Endnotes 191 References 192 Annex 5 Data Values for the Figures 195 Chapter 6 Performance in Multiple Skill Domains 209 Summary 209 6.1 Overview and highlights 211 6.2 Performance in multiple skill domains 212 6.3 Defining low performance in multiple skill domains 213 6.4 Disadvantage in one or more skill domains 214 6.5 Characteristics of low skilled adults 215 6.6 Disadvantage in all four skill domains – an adjusted model 222 6.7 Labour market consequences of multiple disadvantages 225 6.7 Multiple disadvantage and other personal and social outcomes 231 Conclusion 235 Endnotes 235 References 236 Annex 6 Data Values for the Figures 237 Chapter 7 Skill Mismatch in the Labour Market and Adult Learning 273 Summary 273 7.1 Overview and highlights 275 7.2 Skill mismatch in the labour market and adult learning 276 7.3 Why skill mismatch matters 277 7.4 Extent of skill match-mismatch on the labour market 277 7.5 Who is matched or mismatched? 279 7.6 Participation in adult learning and skill mismatch 283 Conclusion 291 References 292 Annex 7 Data Values for the Figures 293 Conclusion 305 Endnotes 310 References 310 Annex A A Construct-Centered Approach to Understanding What Was Measured in the Adult Literacy and Life Skills (ALL) Survey 311 Annex A Scale Estimationand Linking Methods 349 Annex C Adult Literacy and Life Skills Survey Methodology 361 Annex D Principal Participants in the Project 381 4 Statistics Canada and OECD 2011 P-001-020-E.pmd 4 3/27/2012, 10:12 AM Table of Contents Table of Contents List of Figures Chapter 1 Figure 1.1 IALS and ALL participating countries 25 Figure 1.2 IALS, ALL and PIAAC an evolution 26 Figure 1.3 Skills triangle (from the Premier’s of Ontario council report) 27 Figure 1.4 Changes distributions of skills scores 29 Chapter 2 Figure 2.1 Multiple comparisons of skills proficiencies 37 Figure 2.2 Comparative distributions of skills scores 40 Figure 2.3 Comparative distributions of skill levels 42 Figure 2.4 Changes in distributions of skills scores 45 Figure 2.5 Changes in distributions of skill levels 47 Figure 2.6 Age and adult akills 51 Figure 2.7 Skills-age profiles controlling for education and language status 52 Figure 2.8 Gender differences in skills 54 Figure 2.9 Recent versus established immigrant status by skill level 55 Figure 2.10 Native versus foreign language status of immigrants by skill level 57 Chapter 3 Figure 3.1 Distribution of the highly skilled and highly educated 81 Figures 3.2.1 Earnings premiums for holding medium to high levels of to 3.2.4 education and skill 83 Figures 3.3.1 Distribution of the population earning half the median to 3.2.5 earnings or less by skill 86 Figures 3.4.1 Likelihood of medium to high skilled adults earning more to 3.4.4 than half the median earnings 89 Figures 3.5.1 Likelihood of medium to high skilled adults being employed to 3.5.4 full-time for the previous year 92 Figure 3.6 Distribution of the population engaged in community groups or organizations 95 Figures 3.7.1 Likelihood of medium to high skilled adults engaging in community to 3.7.4 groups or organizations in the previous 12 months 96 Figure 3.8 Distribution of the population engaged in unpaid volunteer activities 98 Figures 3.9.1 Likelihood of medium to high skilled adults engaging in unpaid to 3.9.4 volunteer activities in the previous 12 months 99 Figures 3.9.3 Likelihood of medium to high skilled adults engaging in unpaid and 3.9.4 volunteer activities in the previous 12 months 100 Chapter 4 Figure 4.1 Numeracy proficiency and educational attainment 146 Figure 4.2 Numeracy scores by educational attainment and years spent beyond school 147 Figure 4.3 Numeracy scores by post-secondary education status and age 148 Figure 4.4 Low performers among secondary graduates 149 Figure 4.5 Gender differences in numeracy proficiency 151 Figure 4.6 Gender differences in numeracy by age groups 151 Figure 4.7 Gender differences in anxiety about performing calculations 152 Figure 4.8 Gender differences in numeracy engagement at work 153 Figure 4.9 Unemployment rates by numeracy levels 154 Figure 4.10 Numeracy in occupational categories 156 5 Statistics Canada and OECD 2011 P-001-020-E.pmd 5 3/27/2012, 10:12 AM Literacy for Life: Further Results from the Adult Literacy and Life Skills Survey Table of Contents Chapter 5 Figure 5.1 Correlation of problem solving and prose literacy within literacy levels 176 Figure 5.2 Comparative distribution of problem solving skills 177 Figure 5.3 Correspondence between prose literacy and problem solving 178 Figure 5.4 Problem solving and educational attainment 179 Figure 5.5 Problem solving and years of schooling 180 Figures 5.6.1 and 5.6.2 Problem solving and educational attainment 181 Figure 5.7 Gender differences in problem solving skill 183 Figure 5.8 Problem solving and the knowledge intensity of jobs 185 Figure 5.9 Maintenance of problem solving skill by education, occupation and age 186 Figure 5.10 Problem solving skills and employment 188 Figure 5.11 Problem solving skills and income 189 Figure 5.12 Problem solving ability and earnings of the self employed 190 Chapter 6 Figure 6.1 International comparison of multiple disadvantage 214 Figure 6.2 Age and multiple disadvantage 216 Figure 6.3 Gender and multiple disadvantage 217 Figure 6.4 Language status and multiple disadvantage 219 Figure 6.5 Socioeconomic background and multiple disadvantage 220 Figure 6.6 Educational attainment and multiple disadvantage 221 Figures 6.7.1 and 6.7.2 Demographic characteristics and multiple disadvantage 223 Figure 6.8 Unemployment and multiple disadvantage 226 Figure 6.9 Labour force participation and multiple disadvantage 227 Figure 6.10 Income from work and multiple disadvantage 228 Figure 6.11 Upper secondary educational attainment and multiple disadvantage 229 Figure 6.12 Participation in tertiary education and multiple disadvantage 230 Figure 6.13 Participation in adult education and multiple disadvantage 231 Figure 6.14 Health Status and multiple disadvantage 232 Figure 6.15 Community Participation and multiple disadvantage 233 Figure 6.16 ICTs and multiple disadvantage 234 Chapter 7 Figure 7.1 The distribution of skill mismatch 278 Figure 7.2 Skill mismatch by gender 280 Figure 7.3 Skill mismatch by age group 281 Figure 7.4 Skill mismatch by immigration status 282 Figure 7.5 Skill mismatch by occupation 283 Figure 7.6 Participation and skill mismatch 284 Figure 7.7 Gender, participation and skill mismatch 286 Figure 7.8 Participation, source of financing and skill mismatch 288 Figure 7.9 Effect of match-mismatch on participation in adult education 289 Figures 7.10.1 and 7.10.2 Determinants of participation in employer financed adult learning 290 6 Statistics Canada and OECD 2011 P-001-020-E.pmd 6 3/27/2012, 10:12 AM Table of Contents Table of Contents Annex B Figure B.1 Expected proportions of correct responses for different groups of proficiency 352 Figure B.2 The relationship between estimated proportions (vertical bars) and conditional probability (line) 352 Figure B.3 Parameters of an item response function 353 Figure B.4 Examples of an unconditioned likelihood function (solid line), a conditioning function (dashed line) and a conditioned likelihood function (dotted line) 355 Figure B.5 Distribution of 8 blocks in 28 booklets 357 List of Tables Chapter 2 Table 2.0 Rankings of countries by mean scores across the IALS 1994 and 1998 and the ALL 2003, 2006 and 2008 49 Table 2.2 Mean scores with .95 confidence interval and scores at the 5th, 25th, 75th and 95th percentiles on skills scales ranging from 0 to 500 points, population aged 16 to 65, 2003 and 2008 59 Table 2.3 Per cent of population aged 16 to 65 at each skill level, 2003 and 2008 61 Table 2.4 Mean scores with .95 confidence interval and scores at the 5th, 25th, 75th and 95th percentiles on skills scales ranging from 0 to 500 points, population aged 16 to 65, IALS 1994 and 1998 and ALL 2003 and 2008 62 Table 2.5 Differences between IALS 1994 and 1998 and ALL 2003 and 2008 in the percent of adults aged 16 to 65 at each skills level 64 Table 2.6.1 Mean scores with 0.95 confidence interval and scores at 5th, 25th, 75th, and 95th percentiles on the document scale, population aged 16 to 25, 26 to 45 and 46 to 65, 2003, 2006 and 2008 65 Table 2.6.2 Per cent of population aged 16 to 25, 26 to 45 and 46 to 65 at each level on the document scale, 2003 and 2008 66 Table 2.7 Relationship between age and literacy scores on the document literacy scale, controlling for education and language status, 2003 and 2008 67 Table 2.8.1 Standard score differences in mean skills proficiencies between men and women on the prose, document, numeracy and problem solving scales, 2003 and 2008 69 Table 2.8.2 Standard score differences in mean skills proficiencies between men and 2.8.2 and women on the prose, document, numeracy and problem solving scales, 2003 and 2008 70 Tables 2.9.1 Per cent of population aged 16 to 65 at each skill level, by recent to 2.9.4 versus established immigrant status, 2003 and 2008 71 Table 2.10 Per cent of adults aged 16 to 65 at each literacy level on the prose scale, by whether their native tongue is the same or different from the official language(s) of host country, 2003 and 2008 75 7 Statistics Canada and OECD 2011 P-001-020-E.pmd 7 3/27/2012, 10:12 AM Literacy for Life: Further Results from the Adult Literacy and Life Skills Survey Table of Contents Chapter 3 Table 3.1.1 Percentage distribution of the population aged 16 to 65 years by skill levels, ALL 2003 and 2008 103 Table 3.1.2 Percentage distribution of the population aged 16 to 65 years by education level, ALL 2003 and 2008 104 Table 3.2.1 Regressions of the log of annual earnings on education and prose skills, controlling for experience, gender, community size, nativity and parents’ education, ALL 2003 and 2008 105 Table 3.2.2 Regressions of the log of annual earnings on education and document skills, controlling for experience, gender, community size, nativity and parents’ education, ALL 2003 and 2008 109 Table 3.2.3 Regressions of the log of annual earnings on education and numeracy skills, controlling for experience, gender, community size, nativity and parents’ education, ALL 2003 and 2008 113 Table 3.2.4 Regressions of the log of annual earnings on education and problem solving skills, controlling for experience, gender, community size, nativity and parents’ education, ALL 2003 and 2008 117 Table 3.3.1 Percentage distribution of the labour force populations aged 16 to 65 years with low earnings by skill level, ALL 2003 and 2008 121 Table 3.3.2 Percentage distribution of the labour force populations aged 16 to 65 years with low earnings by education level, document skills, ALL 2003 and 2008 122 Table 3.4.1 Binary logistic regressions predicting the odds of earning more than half the median earnings by education and skill level, controlling for experience, gender, community size, nativity and parents’ education, prose skills, ALL 2003 and 2008 122 Table 3.4.2 Binary logistic regressions predicting the odds of earning more than half the median earnings by education and skill level, controlling for experience, gender, community size, nativity and parents’ education, document skills, ALL 2003 and 2008 126 Table 3.4.3 Binary logistic regressions predicting the odds of earning more than half the median earnings by education and skill level, controlling for experience, gender, community size, nativity and parents’ education, numeracy skills, ALL 2003 and 2008 129 Table 3.4.4 Binary logistic regressions predicting the odds of earning more than half the median earnings by education and skill level, controlling for experience, gender, community size, nativity and parents’ education, problem solving skills, ALL 2003 and 2008 133 Table 3.5 Adjusted and unadjusted odds ratios showing the likelihood of medium to high skilled adults being employed full-time in the previous 52 weeks, ALL 2003 and 2008 136 Table 3.6 Percentage distribution of the population aged 16 to 65 years by engagement in community groups or organizations in the previous 12 months, ALL 2003 and 2008 137 Table 3.7 Adjusted and unadjusted odds ratios showing the likelihood of medium to high skilled adults engaging in community groups or organizations in the previous 12 months, ALL 2003 and 2008 137 Table 3.8 Percentage distribution of the population aged 16 to 65 years by engagement in unpaid volunteer activities in the previous 12 months by skill level, ALL 2003 and 2008 138 Table 3.9 Adjusted and unadjusted odds ratios showing the likelihood of medium to high skilled adults engaging in unpaid volunteer activities in the previous 12 months, ALL 2003 and 2008 139 8 Statistics Canada and OECD 2011 P-001-020-E.pmd 8 3/27/2012, 10:12 AM
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