COVID-19 Academic Impact in Indiana
Damian Betebenner & Adam Van Iwaarden
Center for Assessment
Indiana TAC Meeting
January 27th, 2022
Update on Academic Impact Analysis and Report
• We last met in late October and discussed findings.
• The July Board of Education presentation indicated overall academic impact
was moderate/large in ELA and large in mathematics.
• Both status-based analyses as well as growth-based analyses support these
findings.
• Since then we have finalized results associated with:
• ILEARN spring 2021 summative assessment
• WIDA-ACCESS 2021 summative assessment
• Today we want to share results associated with the analyses as well as some
supplementary results requested by the TAC during the previous meeting.
Pandemic Related Academic Impact in Indiana 2
How do we quantify academic impact using test data
• The pandemic was like a “headwind” that (presumably) slowed down the learning of
students due to a variety of factors.
• We can use test data in two ways to quantify the impact of this headwind:
• Best way: Quantify how much the rate of learning (i.e., growth) slowed:
• ILEARN: Use historical skip-year growth norms to quantify growth and compare to pre-COVID growth.
• ACCESS: Use historical consecutive-year growth norms and compare to pre-COVID growth
• NWEA-MAP: Provides growth data based upon historical norms but we currently don’t have historical
growth to compare to.
• Next best way: Look at how much 2021 status changed:
• ILEARN: Use 2019 status (or some adjustment thereof) as a proxy.
• ACCESS: Use 2020 status (or some adjustment thereof) as a proxy.
• Adjustments include (potentially) imputation for missing data as well as propensity score matching for
• NOTE: When providing 2021 data, users will (correctly) want to compare their data to
2019 (or 2020 with ACCESS). The task is to make sure that such a comparison is an
apples-to-apples comparison.
Pandemic Related Academic Impact in Indiana 3
How do we quantify academic impact using test data
• Historical consecutive and skip-year growth norms were created for ILEARN and ACCESS in
May, 2021 for use with 2021 ILEARN and ACCESS data.
• We can use test data in two ways to quantify the impact of this headwind:
• Best way: Quantify how much the rate of learning (i.e., growth) slowed:
• ILEARN: Use historical skip-year growth norms to quantify growth and compare to pre-COVID growth.
• ACCESS: Use historical consecutive-year growth norms and compare to pre-COVID growth
• NWEA-MAP: Provides growth data based upon historical norms but we currently don’t have historical growth to
compare to.
• Next best way: Look at how much 2021 status changed:
• ILEARN: Use 2019 status (or some adjustment thereof) as a proxy.
• ACCESS: Use 2020 status (or some adjustment thereof) as a proxy.
• Adjustments include imputation for missing data as well as propensity score matching for changes in
demographic characteristics of the population.
• Indiana participation rates were normal, with participation exceeding 95% in all grades
and content areas.
Pandemic Related Academic Impact in Indiana 4
ILEARN Mathematics Grade 7
Indiana COVID⌧19 Academic Impact All Students
Growth: Grade 5 2019 to Grade 7 2021 Status: Grade 7 2019 to Grade 7 2021 Summary
2019 Grade 5 Scaled Score Decile Cuts 2019 Grade 7 Scaled Score
Academic Impact: Overall and by Quintile
Grade 7 Scaled/Standardized Score and Achievement Level Cuts
2017 to 2019 Mean Conditional Status
2019 to 2021 Mean Conditional Status (Observed)
2.5 2019 Percentiles (Observed)
2021 Percentiles (Observed)
Overall
Observed + Imputed
2019 to 2021 Mean Conditional Status (+ Imputed)
2019 to 2021 Academic Impact
2021 Percentiles (+ Imputed)
2019 to 2021 Academic Impact High
2019 and 2021 Mean Scaled Scores
Observed
2021 Grade 7 Scaled Score Decile Cuts
Moderate High High High High
2021 Grade 7 Scaled Score
Participation
60 60 0 0 Total Status Growth
2019: 41.4% Proficient
2021: 30.5% Proficient
2019 Grade 5 Scaled Score with Achievement Level Cuts Grade 7 Overall Deciles (2019 Norm)
2019 & 2021 Grade 7 Median SGPs by Quintile 2019 & 2021 Grade 7 Mean Scaled/Standardized Scores by Quintile
Q1 Q2 Q3 Q4 Q5 Overall Q1 Q2 Q3 Q4 Q5 Overall
2019 Grade 7 Students 50 50 50 50 50 50 2019 Grade 7 Students 6395 (0.00) 6486 (0.00) 6540 (0.00) 6591 (0.00) 6667 (0.00) 6536 (0.00)
2021 Grade 7 Students 37 33 28 27 34 32 2021 Grade 7 Students 6377 (−0.23) 6463 (−0.23) 6514 (−0.23) 6564 (−0.23) 6647 (−0.23) 6513 (−0.23)
Academic Impact (Observed) −13.0 −17.0 −22.0 −23.0 −16.0 −18.0 Decrease (Observed) −17.6 (−0.18) −23.9 (−0.24) −25.8 (−0.26) −27.1 (−0.28) −19.7 (−0.20) −23 (0.23)
Academic Impact (+ Imputed) −13.0 −17.0 −22.0 −23.0 −16.0 −18.0 Decrease (+ Imputed) −17.8 (−0.18) −24.1 (−0.25) −26.0 (−0.27) −27.4 (−0.28) −19.8 (−0.20) −23 (0.24)
Count Observed 2019 15,509 15,848 15,723 15,393 16,289 78,762 Count Observed 2019 17,122 16,722 17,128 16,693 16,913 84,578
Count Observed 2021 15,372 15,914 15,720 15,739 15,816 78,561 Count Observed 2021 16,749 16,626 16,391 16,561 16,556 82,883
2021 to 2019 Scaled/Standardized Score Difference
2021 to 2019 SGP Difference (Observed) 2021 to 2019 Grade 7 Status Change (Observed)
30 2021 to 2019 SGP Difference (+ Imputed) 30 0.30 2021 to 2019 Grade 7 Status Change (+ Imputed)
0.8: Correlation SGP and Status Percentile Change
Conditional Status/Growth Change
2021 to 2019 Conditional Status Difference (Observed)
0.69: Correlation SGP and Conditional Status Difference
2019 to 2021
2019 Grade 5 Scaled Score with Decile & Achievement Level Cuts Grade 7 Percentile Rank and Scaled Scores (2019 Norm)
Qualifying Academic Impact
To help summarize the vast quantity of results for stakeholders, we created
categories of academic impact based upon both effect size standards.
Pandemic Related Academic Impact in Indiana 6
Review of results: ILEARN
• Academic impacts in mathematics were larger than those in ELA,
though impacts were large in both content areas.
• Academic impacts were consistent in size across grades.
• Across demographic subgroups, academic impacts were fairly uniform.
Pandemic Related Academic Impact in Indiana 7
Review of results: WIDA-ACCESS
• For English Language Learners taking the WIDA-ACCESS English
• Academic impacts were large for students in the elementary grades.
• Academic impacts were moderate for students in middle school
grades.
• Academic impacts were modest to none for students in the high
school grades.
Pandemic Related Academic Impact in Indiana 8
Indiana COVID⌧19 Academic Impact Overview
ELA Mathematics
Grade 3 Grade 4 Grade 5 Grade 6 Grade 7 Grade 8 Grade 3 Grade 4 Grade 5 Grade 6 Grade 7 Grade 8
All Students Moderate Moderate Moderate Moderate Moderate Moderate Moderate High High High High High
Free/reduced Lunch Students High Moderate Moderate Moderate Moderate Moderate High High High High High High
Non Free/reduced Lunch Students Moderate Moderate Moderate Moderate Moderate Moderate Moderate Moderate High High High High
Asian Students Moderate Moderate Moderate Moderate Moderate Modest to None Moderate Moderate High Severe Severe High
African American Students High High Moderate High Moderate Moderate Severe Severe Severe Severe High High
Hispanic Students High Moderate High High Moderate Moderate High High High Severe High High
White Students Moderate Moderate Moderate Moderate Moderate Moderate Moderate Moderate High High High High
ELL Students High Moderate High High Moderate High High High High High Moderate High
Special Education Students Moderate Moderate Moderate Moderate Moderate Moderate Moderate High Moderate Moderate Moderate Moderate
Female Students Moderate Moderate Moderate Moderate Moderate Moderate High High High Severe High High
Male Students Moderate Moderate Moderate Moderate Moderate Moderate Moderate Moderate High High High High
Indiana COVID⌧19 Academic Impact Overview
ELA Mathematics
Grade 3 Grade 4 Grade 5 Grade 6 Grade 7 Grade 8 Grade 3 Grade 4 Grade 5 Grade 6 Grade 7 Grade 8
Quintile Quintile Quintile Quintile Quintile Quintile Quintile Quintile Quintile Quintile Quintile Quintile
All Students
Free/reduced Lunch Students
Non Free/reduced Lunch Students
Asian Students
African American Students
Hispanic Students
White Students
ELL Students
Special Education Students
Female Students
Male Students
WIDA IN COVID⌧19 Academic Impact Overview
Reading
Grade 0 Grade 1 Grade 2 Grade 3 Grade 4 Grade 5 Grade 6 Grade 7 Grade 8 Grade 9 Grade 10 Grade 11 Grade 12
All Students Moderate High Moderate High High Moderate Moderate Moderate Moderate Moderate Modest to None Modest to None Improvement
WIDA IN COVID⌧19 Academic Impact Overview
Reading
Grade 0 Grade 1 Grade 2 Grade 3 Grade 4 Grade 5 Grade 6 Grade 7 Grade 8 Grade 9 Grade 10 Grade 11 Grade 12
Quintile Quintile Quintile Quintile Quintile Quintile Quintile Quintile Quintile Quintile Quintile Quintile Quintile
All Students
Questions
Arizona State Board of Education Meeting, October 25th, 2021
About this copy
COVID-19 Academic Impact in Indiana — Indiana Technical Advisory Committee, January 27, 2022.
This is an image-based copy of the original Keynote slides; builds and animations are flattened.