Abstract
The purpose of this study was to examine patterns and factors influencing exclusion rates and achievement on large-scale assessments in Canada. Data analysis employed a case study to examine policies and practices of exclusion, absenteeism, and social promotion related to large-scale assessments at the international, national, and provincial levels. In addition, information was solicited from assessment experts regarding exclusion rate practices. Findings revealed significant increases in student performance, which paralleled significant increases in exclusion rates. At the provincial level, the analysis led to the discovery of the relationship between social promotion policies and a document guiding assessment practices in Canada (i.e., Principles of Fair Assessment Practices). This relationship was the rationale given for excluding poor performing students, not learning or physically disabled students, from participating in large-scale assessments. Recommendations include an alignment of exclusion policies between the three levels of administration, documenting students who are unable to participate on large-scale assessment because they are operating too far below grade level as a result of being social promoted, and to over sample provinces and schools with high absenteeism on assessment days.
Similar content being viewed by others
Notes
The PISA refers to students excluded from the LSA whereas PCAP refers to students that are exempt from the LSA.
The number of students not participating (i.e., non-participants) because of (a) parental refusal, (b) students were no longer in the school, and (c) the age criterion was not matched, is not reported on the PISA reports but can be calculated by subtracting the number of excluded students and total number of participating students from the total number of eligible students sampled (K. O’Grady, personal communication, December 20, 2016; Statistics Canada, 2010).
The number of students who do not show-up to write the assessment is not reported on the PISA reports but can be calculated by subtracting the total number of participating students from total number of eligible students sampled (participating and non-participating) (K. O’Grady, personal communication, December 20, 2016).
All percents are unweighted.
PE only publishes the percent of student meeting expectations and criteria for the expectations are not published (PE Department of Education and Lifelong Learning, 2020).
References
American Psychological Association (2020). What is intellectual disability. Retrieved from https://www.psychiatry.org/patients-families/intellectual-disability/what-is-intellectual-disability
Anders, J., Has, S., Jerrim, J., Shure, N., & Zieger, L. (2021). Is Canada really an education superpower? The impact of non-participation on results from PISA 2015. Educational Assessment, Evaluation and Accountability, 33, 229–249. https://link.springer.com/content/pdf/https://doi.org/10.1007/s11092-020-09329-5.pdf
Anderson, D., Lai, C. F., Alonzo, J., & Tindal, G. (2011). Examining a grade-level math CBM designed for persistently low-performing students. Educational Assessment, 16(1), 15–34.
Bizier, C., Fawcett, G., Gilbert, S., & Marshall, C. (2015, December 3). Canadian Survey on Disability, 2012 Developmental disabilities among Canadians aged 15 years and older, 2012. Statistics Canada. Retrieved from https://www150.statcan.gc.ca/n1/pub/89-654-x/89-654-x2015003-eng.htm
Braun, H., Zhang, J., & Vezzu, S. (2010). An investigation of bias in reports of the National Assessment of Educational Progress. Educational Evaluation and Policy Analysis, 32(1), 24–43.
CMEC. (2008). PCAP-13: Report on the assessment of 13-year-olds in reading, mathematics, and science. Retrieved from https://www.cmec.ca/Publications/Lists/Publications/ Attachments/124/PCAP2007-Report.en.pdf
CMEC. (2011). PCAP 2010: Report on the Pan-Canadian assessment of mathematics, science, and reading. Retrieved from https://www.cmec.ca/Publications/Lists/Publications/Attachments/274/pcap2010.pdf
CMEC. (2013). Measuring up: Canadian results of the OECD PISA study. Retrieved from http://cmec.ca/Publications/Lists/Publications/Attachments/318/PISA2012_CanadianReport_EN_Web.pdf
CMEC. (2014). PCAP 2013: Report on the Pan-Canadian assessment of science, reading, and mathematics. Retrieved from https://www.cmec.ca/Publications/Lists/Publications/Attachments/337/PCAP-2013-Public-Report-EN.pdf
CMEC (2016a). PCAP 2016 Public Report. Retrieved from https://www.cmec.ca/publications/lists/publications/attachments/381/pcap-2016-public-report-en.pdf
CMEC. (2016b). Measuring up: Canadian results of the OECD PISA 2015 study. Retrieved from https://www.cmec.ca/Publications/Lists/Publications/Attachments/389/PISA2015_CPS_EN.pdf
CMEC. (2018). PCAP 2016: Report on the Pan-Canadian assessment of reading, mathematics, and science. Retrieved from https://www.cmec.ca/Publications/Lists/Publications/Attachments/381/PCAP-2016-Public-Report-EN.pdf
CMEC (2019). Measuring up: Canadian Results of the OECD PISA 2018 Study Retrieved from https://www.cmec.ca/Publications/Lists/Publications/Attachments/396/PISA2018_PublicReport_EN.pdf
DeLuca, C. (2008). Issues in including students with disabilities in large-scale assessment programs. Exceptionality Education Canada, 18(2).
Ehrlick, S., Gwynne, J., Pareja, A., & Allensworth, E. (2014). Preschool attendance in Chicago public schools: Relationships with learning outcomes and reasons for absences. Retrieved from https://consortium.uchicago.edu/publications/preschool-attendance-chicago-public-schools-relationships-learning-outcomes-and-reasons
Elliott, J. L., & Thurlow, M. L. (1997). Opening the door to educational reform understanding educational assessment and accountability. Retrieved from https://files.eric.ed.gov/ fulltext/ED412693.pdf
Feldman, E., Kim, J. S., & Elliott, S. (2011). The effects of accommodations on adolescents’ self-efficacy and test performance. The Journal of Special Education, 45(2), 77–88.
Folds, L. D., & Tanner, C. K. (2014). Socioeconomic status, higher-level mathematics courses, absenteeism, and student mobility as indicators of work readiness. Journal of Career and Technical Education, 29(1), 25–49. https://doi.org/10.21061/jcte.v29i1.587
EQAO. (2019). Policy. Retrieved from http://www.eqao.com/en/about_eqao/about_the_agency/ Accessibility/Pages/eqao-accessibility-policy.aspx
Furrie, A. (2018, November 28). The evolution of disability data in Canada: Keeping in step with a more inclusive Canada. Statistics Canada. Retrieved from https://www150.statcan.gc.ca/n1/pub/89-654-x/89-654-x2018003-eng.htm
Goldstein, H. (2017). Measurement and evaluation issues with PISA. In L. Volante (Ed.), The PISA effect on global educational governance. New York and London: Routledge. Retrieved from https://www.bristol.ac.uk/media-library/sites/cmm/migrated/documents/Measurement %20and%20Evaluation%20Issues%20with%20PISA.pdf
Harju-Luukkainen, H., & McElvany, N. (2018). Immigrant student achievement and education policy in Finland. In L. Volante, D. Klinger, and O. Bilgili (Eds.), Immigrant student achievement and education policy (pp. 87–102). Springer. https://www.researchgate.net/publication/323911424_Immigrant_Student_Achievement_and_Education_Policy_in_Finland
Hinton, A. (2014). Tracking student achievements in mathematics over time in English-language schools: Grade 3 (2006) to Grade 6 (2009) to Grade 9 (2012) cohort. EQAO Research. Ontario: Queen’s Printer. Retrieved from http://www.eqao.com/en/research_data/ Research_Reports/DMA-docs/detailed-cohort-tracking-math-2012.pdf
Illowsky, B., Dean, S. L., & Illowsky, B. (2018). Introductory Statistics. Houston, TX: OpenStax, Rice University
Klinger, D. A., DeLuca, C., & Author. (2008). The evolving culture of large-scale assessment in Canadian education. Canadian Journal of Educational Administration and Policy, 76, 1–34.
Jerrim, J. (2021). PISA 2018: How representative is the data for England and Wales? Retrieved from https://ffteducationdatalab.org.uk/2021/04/pisa-2018-how-representative-is-the-data-for-england-and-wales/
LaMorfe, W. W. (2016, June 8). Selection Bias. Boston University School of Public Health. Retrieved from http://sphweb.bumc.bu.edu/otlt/MPH-Modules/EP/EP713_Bias/EP713_Bias2.html
Liu, K. K., Ward, J. M., Thurlow, M. L., & Christensen, L. L. (2017). Large-scale assessment and English language learners with disabilities. Educational Policy, 31(5), 551–583.
Lovette, B., & Sparks, R. (2013). The identification and performance of gifted students with learning disability diagnoses: A quantitative synthesis. Journal of Learning Disabilities, 46(4), 304–316.
Manitoba Department of Education and Training (2019). Provincial results: National and international assessments. Retrieved from https://www.edu.gov.mb.ca/k12/assess/results/nat_intern.html
McGill, R. J., Styck, K. M., Palomares, R. S., & Hass, M. R. (2016). Critical issues in specific learning disability identification: What we need to know about the PSW model. Learning Disability Quarterly, 39(3), 159–170. https://doi.org/10.1177/0731948715618504
McGrew, K. S., Thurlow, M. L., Shriner, J. G., & Spiegel, A. N. (1992). Inclusion of students with disabilities in national and state data collection programs (Tech. Rep. 2). Minneapolis: University of Minnesota, National Center on Educational Outcomes. Retrieved from http://files.eric.ed.gov/fulltext/ED347769.pdf
Morris, S., Fawcett, G., Brisebois, L, & Hughes, J. (2018, November 28). A demographic, employment and income profile of Canadians with disabilities aged 15 years and over, 2017. Statistics Canada. Retrieved from https://www150.statcan.gc.ca/n1/en/pub/89-654-x/89-654-x2018002-eng.pdf?st=jHwtbiks
Nichols, S., L., Glass, G., V., & Berliner, D. C. (2006). High-stakes testing and student achievement: Does accountability pressure increase student learning? Education Policy Analysis Archives, 14(1). Retrieved from https://epaa.asu.edu/ojs/article/view/72/198
OECD. (2015a). PISA 2018 technical standards. Retrieved from https://www.oecd.org/pisa/pisaproducts/PISA-2018-Technical-Standards.pdf
OECD. (2015b). Sample Design. Retrieved from https://www.oecd.org/pisa/sitedocument/PISA-2015-Technical-Report-Chapter-4-Sample-Design.pdf
OECD. (2017). PISA 2015 Technical Report. Retrieved from http://www.oecd.org/pisa/sitedocument/PISA-2015-technical-report-final.pdf
OECD. (2019). PISA 2018: Insights and Interpretations. Retrieved from https://www.oecd.org/pisa/PISA%202018%20Insights %20and%20Interpretations%20FINAL%20PDF.pdf
O’Leary, Z. (2014). The essential guide to doing your research project (2nd ed.). SAGE Publications Inc.
Pallant, J. (2016). SPSS survival manual: A step by step guide to data analysis using SPSS (6th ed.). McGraw Hill Education.
Principles for Fair Student Assessment Practices for Education in Canada. (1993). Edmonton, Alberta: Joint Advisory Committee. Retrieved from https://journals.sagepub.com/doi/pdf/https://doi.org/10.1177/082957358500900111
Prince Edward Island Department of Education and Lifelong Learning (2020). Common Assessment Results 2018–2019. Retrieved from https://www.princeedwardisland.ca/sites/default/files/ publications/assessmentresults_2019_publicrelease.pdf
Prince Edward Island Department of Education and Lifelong Learning (13 April 2018). Provincial Common Assessment Data 2011 - 2018. Obtained through a request for information.
Roychowdhury, M. (2018, April 24). Difference between Intellectual Disability and Learning Disability. Retrieved from http://www.differencebetween.net/science/health/difference-between-intellectual-disability-and-learning-disability/
Rogers, W. T. (1993). Principles for fair student assessment practices for education in Canada. Canadian Journal of School Psychology, 9(1). https://doi.org/10.1177/082957358500900111
RMJ Assessment. (2018). Review of Prince Edward Island’s provincial common assessment program: Final report. Retrieved from https://www.princeedwardisland.ca/sites/default/files/publications/eelc_assessment_review_report.pdf
Stake, R. E. (2005). The art of case study research. Sage Publications.
Statistics Canada. (2010). Appendix A. PISA 2009 Sampling Procedures, Exclusion Notes and Response Rates. Statistics Canada Catalogue no. 81–590-X. Ottawa, Ontario. Retrieved from https://www150.statcan.gc.ca/n1/pub/81-590-x/2010001/appa-eng.htm
Statistics Canada. (2017). Focus on Geography Series, 2016 Census. Statistics Canada Catalogue no. 98–404-X2016001. Ottawa, Ontario. Data products, 2016 Census. Retrieved from https://www12.statcan.gc.ca/census-recensement/2016/as-sa/fogs-spg/Facts-pr-eng.cfm?Lang=Eng&GK=PR&GC=59&TOPIC=7
Statistics Canada. (2018). Canadian survey on disability: Types of disabilities (Table 3). Retrieved from https://www150.statcan.gc.ca/n1/en/pub/89-654-x/89-654-x2018002-eng.pdf?st=jHwtbiks
Stokkes, A. (2015). What to do with Canada’s declining math scores. C.D. Howe Institute Commentary, 427, 1–20. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2613146
Tabachnick, B. G., & Fidell, L. S. (2012). Using multivariate statistics (6th ed.). Pearson.
The Guardian. (June 23, 2018). Opinion: Improving PEI’s student achievements. Retrieved from https://www.theguardian.pe.ca/opinion/letter-to-the-editor/opinion-improving-peis-student-achievements-220801/
Thurlow, M. L. (1995). Inclusion of transition-age student with disabilities in large-scale assessments. Retrieved from https://files.eric.ed.gov/fulltext/ED385989.pdf
Yin, R. K. (2014). Case study research: Design and methods (5th ed.). SAGE.
Ysseldyke, J., & Thurlow, M. (1994). Guidelines for Inclusion of Students with Disabilities in Large-Scale Assessments (NCEO Policy Direction). University of Minnesota, Institute on Community Integration, National Center on Educational Outcomes (NCEO). Retrieved from https://conservancy.umn.edu/bitstream/handle/11299/174087/Guidelines%20for%20Inclusion%20of%20Students%20with%20Disabilities%20in%20Large-Scale%20Assessments%20-%20NCEO%20Policy%20Directions%201.pdf?sequence=1&isAllowed=y
Zumeta, R. (2015). Implementing intensive intervention: How do we get there from here? Remedial and Special Education, 36(2), 83–88.
Author information
Authors and Affiliations
Corresponding authors
Ethics declarations
Conflicts of Interest
Not Applicable.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Appendices
Appendix
1.1 PEI Data Obtained via a Request for Information
1.1.1 Exemptions - Provincial Mathematics Assessments
Because the Department of Education, Early Learning and Culture is no longer responsible for the education of children in private and band schools, as well as children who are home schooled, those students are not included in this analysis. Therefore, there may be small discrepancies between the following information and information provided in some of the provincial presentations. Also, we do not know the exemption status of absent students.
Primary Mathematics Assessments 2011–2017 | |||||||
---|---|---|---|---|---|---|---|
EXEMPTION STATUS | PMA 2011 | PMA 2012 | PMA 2013 | PMA 2014 | PMA 2015 | PMA 2016 | PMA 2017 |
Alternative Education | 1 | 1 | |||||
EAL | 12 | 8 | 2 | 6 | 22 | 11 | |
Exempt (extenuating circumstances) | 6 | 2 | 1 | 2 | 5 | 4 | 5 |
Individual Education Plan (IEP) | 29 | 43 | 48 | 39 | 42 | 28 | 28 |
Individual Education Plan and Modified | 1 | ||||||
Learning Plan* | |||||||
Modified | 5 | 30 | 21 | 19 | 25 | 44 | 41 |
Parent Refusal | 1 | ||||||
Total Exempt | 52 | 83 | 74 | 61 | 78 | 99 | 85 |
Total Students Public School Branch (excluding absent) | 1434 | 1526 | 1612 | 1416 | 1455 | 1493 | 1590 |
Exemption Rate | 3.6% | 5.4% | 4.6% | 4.3% | 5.4% | 6.6% | 5.3% |
Absent | 10 | 8 | 5 | 5 | 5 | 7 | 0 |
Elementary Mathematics Assessments 2013–2017 | |||||
---|---|---|---|---|---|
EXEMPTION STATUS | EMA 2013 | EMA 2014 | EMA 2015 | EMA 2016 | EMA 2017 |
Alternative Education | 1 | ||||
EAL | 7 | 3 | 1 | 14 | 10 |
Exempt (extenuating circumstances) | 2 | 6 | 7 | 9 | 6 |
Individual Education Plan (IEP) | 44 | 28 | 49 | 45 | 40 |
Individual Education Plan and Modified | |||||
Learning Plan | |||||
Modified | 31 | 38 | 49 | 53 | 62 |
Parent Refusal | |||||
Total Exempt | 84 | 75 | 106 | 122 | 118 |
Total Students Public School Branch (excluding absent) | 1350 | 1338 | 1553 | 1664 | 1471 |
Exemption Rate | 6.2% | 5.6% | 6.8% | 7.3% | 8.0% |
Absent | 5 | 4 | 8 | 6 | 7 |
Intermediate Mathematics Assessments 2011–2017 | |||||||
---|---|---|---|---|---|---|---|
EXEMPTION STATUS | IMA 2011 | IMA 2012 | IMA 2013 | IMA 2014 | IMA 2015 | IMA 2016 | IMA 2017 |
Alternative Education | 8 | 14 | 24 | 15 | 12 | 11 | 9 |
EAL | 1 | 2 | 1 | 1 | 1 | ||
Exempt (extenuating circumstances) | 2 | 6 | 1 | 3 | 5 | 5 | |
Individual Education Plan (IEP) | 27 | 27 | 27 | 18 | 24 | 23 | 20 |
Individual Education Plan and Modified | 4 | 3 | 4 | ||||
Learning Plan | |||||||
Modified | 130 | 126 | 96 | 99 | 108 | 58 | 70 |
Parent Refusal | 2 | 1 | |||||
TAP (Transition Action Plan) | 1 | ||||||
Total Exempt | 171 | 172 | 159 | 135 | 147 | 98 | 105 |
Total Students Public School Branch (excluding absent) | 1734 | 1664 | 1487 | 1402 | 1495 | 1387 | 1455 |
Exemption Rate | 9.9% | 10.3% | 10.7% | 9.6% | 9.8% | 7.1% | 7.2% |
Absent | 55 | 42 | 21 | 16 | 16 | 18 | 22 |
Student Refusal | 1 |
Department of Education, Early Learning and Culture Common Assessment Program -
2.1 Exemptions and Adaptations Definitions
2.1.1 IEP (Individualized Education Plan)
A written record that documents the collaborative process for the development of an individualized plan for a student with special educational needs. This planning is a continuous and integrated process of instruction, assessment, evaluation, decision-making and reporting. The IEP outlines support services and educational program adaptations and/or modifications.
(Department of Education, Early Learning and Culture, 2005, p.75)
2.1.2 Modified
A process which changes the prescribed curriculum to meet a student's special needs. Modified courses do not provide the same credit as a prescribed course. Details of the modified course must be documented and included in the student's file and the student's record or transcript should indicate that the course has been modified.
(Department of Education, Early Learning and Culture, 2005, p. 75)
2.1.3 Adapted
A documented process that allows a student with special needs to participate in a prescribed curriculum (course) with changes in format, instruction strategies and/or assessment procedures that retain the learning outcomes of the curriculum. This adaptation may include alternate formats, instructional strategies and/or assessment procedures. Full credit will be granted for such courses but adaptations used will be documented and kept on the student's file and/or transcript.
(Department of Education, Early Learning and Culture, 2005, p. 73}
2.2 Guidelines for Identifying Students Eligible for Total Exemptions, Partial Exemptions, Adaptations/Accommodations and EAL
2.2.1 Total Exemptions
Total exemptions from the assessment should be considered for those student s who have a cognitive deficit, multiple handicapping conditions or a learning disability to such a degree as would render the assessment inappropriate and/or emotionally harmful. Exemptions will be allowed for student s who have been identified with exceptionalities and have an Individual Education Plan (IEP) or Modified Program in place as of December 1, 2018. The entire booklet for those students must be returned to the Department of Education, Early Learning and Culture with documentation attached, i.e., a photocopy of the first two pages of the IEP/Modified Program.
2.3 Exemptions (Other)
Specific circumstances may prevent a student from participating in the assessment. Such circumstances may include:
-
Long-term illness—student was unable to writ e the assessment during the designated time frame.
-
Bereavement – student was not able to participate during the designated time frame, due to a significant loss.
-
Other—student was unable to participate due to some other circumstance not listed above. The nature of the circumstance must be specified in written format and attached to the student’s assessment booklet before returning to the Department of Education, Early Learning and Culture.
Partial Exemptions
Partial exemptions from the assessment should be considered for those students currently identified with exceptionalities and have an Individual Education Plan (IEP) or Modified Program. These students would be identified as children who are able, with adaptations/accommodations, to attempt a specific component of the assessment. Adaptations used to support the student during instruction should be provided during the assessment, if such adaptations do not compromise or alter the validity of the assessment, as it is important that the results of the assessment accurately reflect the independent abilities of the student .
Appropriate documentation must be attached to the assessment booklet, i.e., a photocopy of the IEP/Modified Program and completed Adaptation/Accommodation form, before returning to the Department of Education, Early Learning and Culture.
Adaptations
Adaptations used to support the student during instruction should be provided during the assessment, if such adaptations do not compromise or alter the validity of the assessment, as it is important that the results of the assessment accurately reflect the independent abilities of the student. Photocopies of that documentation must be attached to the assessment booklet before returning to the Department of Education, Early Learning and Culture. Students currently working with adaptations are not eligible for exemption.
English Second Language (EAL)
EAL student s are expected to participate in the assessment. Appropriate adaptations/ accommodations, if required, should be provided and documentation of adaptations/ accommodations must be attached to the assessment booklet before returning to the Department of Education, Early Learning and Culture.
Note:Though it is expected that the English As An Additional Language student participate in the assessment, if the student's English language skills are not sufficiently developed, then a school-based decision involving, at minimum, the student, the student's parent or guardian, the student's teacher and principal at the school may be to exempt the student from participating in the assessment.
Acceptable Adaptations/ Accommodations
6.1 Additional Time
Students for whom 11additional time 1 is a documented adaptation may require more than the additional time given to the entire class during the assessment.
6.1.1 Verbatim Scribing
Teachers with students who will use a scribe to complete the assessment this year will need to complete an application form made available from the Department of Education, Early Learning and Culture's Achievement/Assessment Unit.
Please contact Linda MacDonald at lwmacdonald@edu.pe.ca
Verbatim Scribing is allowed for the reading comprehension component only.
Students with a visual or physical impairment, injury or learning disability and for whom ,,verbatim scribing" is a documented adaptation.
If a scribe is required, the scribe writes exactly what the student dictates. Scribes do not edit or proof-read student responses, nor do they advise, suggest or imply that changes are required. The student is required to indicate where punctuation and capitalization are to be inserted.
Verbatim Reading
Students who need instructions or prompts read to them by the teacher or communicated through sign language.
Only verbatim reading of directions or prompts should be used. Reading comprehension passages and questions accompanying them may not be read out loud to students.
Alternate Setting
Students for whom "alternate setting" is a documented adaptation.
Students placed in alternate settings must complete the assessment independently. Ideally, the assessment should be supervised by the student's teacher, even in the alternate setting.
However, if this is not possible, and someone other than the student's teacher is supervising the assessment, this supervisor must know the parameters of the assessment, and the integrity of the assessment must be maintained. The name and the role of the supervisor must be noted on the photocopy of the documented adaptation that is attached to the student' s assessment booklet when the booklet is returned to the Department of Education, Early Learning and Culture.
Assistive Technology
Students with a visual or physical impairment, injury or learning disability, for whom "assistive technology" is a documented adaptation.
Students may use assistive technology in the writing portions of the assessment, if such assistive technology does not compromise or alter the validity of the assessment . Such assistive technology, therefore, should not include such features as cueing systems or grammar or spell-checks, as these would compromise the validity of the assessment. The type of assistive technology (and software) used must be specified on the documented adaptation that is attached to the student's assessment booklet when the booklet is returned to the Department of Education, Early Learning and Culture .
Personal FM System
Students who require a personal FM system during a regular school day.
English/Foreign Language Dictionary
ESL students are permitted to use an EAL dictionary (paper or electronic).
Rights and permissions
About this article
Cite this article
Miller, T., Yan, Y.(. Factors influencing the accuracy of Canada’s large-scale assessment data: Policies and practices of exclusion, absenteeism, and social promotion. Educ Asse Eval Acc 35, 201–231 (2023). https://doi.org/10.1007/s11092-022-09381-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11092-022-09381-3