COVID-19 Impact & Recovery in Hawaii
2023 Update
Damian Betebenner & Adam VanIwaarden
Center for Assessment
August 8th, 2023
Background
Introductory Concepts and Terminology
Academic Recovery in 2023
• The availability of 2023 SBA data allows Hawai’i to update
COVID-19 recovery analyses.
• Spring 2023 marks the third year since the pandemic began
and this will be the third report:
• Summer 2021: Academic Impact
• Summer 2022: Academic Recovery Year 1
• Summer 2023: Academic Recovery Year 2
Two Types of Recovery: System & Student
• In 2023 we elaborate on the results from the recovery analyses in two
ways:
• System level recovery: Is the education system supporting rates of
learning that are comparable to what it was prior to the pandemic?
• Student level recovery: Are student attaining at levels that are
comparable to what they were prior to the pandemic.
• Previously, we focused mostly on system level recovery: examining rates
of learning in 2021 and 2022 compared to those prior to the pandemic.
• We continue system level analyses but also focus in on student level
recovery.
Two Types of Recovery: System & Student
• System level recovery
• Comparison of 2019 and 2023 same grade student growth: We examine
change in baseline student growth (SGPs) for 2019 students and 2023 students
utilizing coefficient matrices derived from pre-pandemic cohorts of students.
• Student level recovery
• Comparison of 2019 to 2023 same grade attainment: We examine equi-
percentile change in attainment for 2019 students and 2023 students.
System Recovery: Cohort-Based Comparison (SBA)
Compare observed versus expected attainment for a cohort of students
Grade 3
No Testing due to
Grade 4
Grade 5
Grade 6 COVID-19 Pandemic
Grade 7
Grade 8
Student Recovery: Cross-Sectional Comparison (SBA)
Compare same grade/content area attainment across di erent years
Grade 3
No Testing due to
Grade 4
Grade 5
Grade 6 COVID-19 Pandemic
Grade 7
Grade 8
ff
Recovery Year 1
From Fall 2021 to Summer 2022
SBA: Spring 2021 and Spring 2022 Assessments
Recovery Phase Year 1
• Student growth (baseline referenced to pre-pandemic rates of learning) was
examined by content area and grade as well as for the major student demographic
subgroups.
• Growth was characterized in three ways:
• Deterioration: Growth less than pre-pandemic rates of learning
• Stabilization: Growth the same as pre-pandemic rates of learning
• Recovery: Growth exceeding pre-pandemic rates of learning
• Because learning slowed during the initial phase of the pandemic, to make up for
those losses, learning must accelerate to rates above normal in order to catch-up
for those loses (recovery).
SBA ELA and Mathematics
Hawaii 2021 to 2022 COVID⌧19 Academic Recovery Grade & Content Area
Deterioration Recovery
−30 −7 10 30 Growth Change
−0.38 −0.09 0.12 0.38 Status Change
Calculations suppressed
Deterioration Stabilization Recovery
due to small group N (< 50)
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 Recovery Stabilization Stabilization Stabilization Stabilization Stabilization Recovery Recovery Recovery Stabilization Stabilization Stabilization
Economically Disadvantaged Stabilization Stabilization Stabilization Stabilization Stabilization Stabilization Recovery Recovery Recovery Stabilization Stabilization Stabilization
Non−Economically Disadvantaged Recovery Recovery Stabilization Stabilization Stabilization Stabilization Recovery Recovery Recovery Stabilization Stabilization Stabilization
Special Education Stabilization Stabilization Deterioration Deterioration Stabilization Deterioration Recovery Stabilization Stabilization Stabilization Stabilization Stabilization
Asian Recovery Recovery Stabilization Stabilization Stabilization Stabilization Recovery Recovery Recovery Stabilization Recovery Stabilization
White Stabilization Stabilization Stabilization Stabilization Stabilization Stabilization Recovery Recovery Stabilization Stabilization Stabilization Stabilization
Hispanic Stabilization Stabilization Stabilization Stabilization Stabilization Stabilization Recovery Recovery Recovery Stabilization Stabilization Stabilization
Native Hawaiian Stabilization Recovery Stabilization Stabilization Stabilization Stabilization Recovery Recovery Stabilization Stabilization Stabilization Stabilization
ELL Stabilization Stabilization Deterioration Stabilization Stabilization Deterioration Recovery Recovery Stabilization Stabilization Stabilization Deterioration
Female Recovery Recovery Stabilization Stabilization Stabilization Stabilization Recovery Recovery Recovery Stabilization Stabilization Stabilization
Male Recovery Stabilization Stabilization Stabilization Stabilization Stabilization Recovery Recovery Recovery Stabilization Stabilization Stabilization
Recovery Year 1
• Analysis of 2022 SBA data indicated several positive trends in Hawai’i to be happy
about.
• In both ELA and mathematics, learning acceleration was at least as much to be
considered stabilization and in many cases could be considered as genuine
recovery.
• Compared to a dozen other states that the Center conducts these analyses,
Hawai’i comes out as the best in terms of pandemic recovery.
• Results from 2023 data will be critical to assess whether these exemplary rates of
learning (beyond what the state experience pre-COVID) are being maintained.
Academic Impact/Recovery Across 8 States
Impact & Recovery 20
HI5
Mathematics
ELA
Hawaii showed large impacts
HI4
HI6
10 HI5
and recovery Recovery
HI8
HI4
5 HI7
HI8
HI6
Hawaii’s academic recovery 0 HI3
HI3
HI7
results are the best I have seen
Academic Recovery
nationally −10
A critical “test” of this recovery −20
will be the 2023 results. If rates −25
Deterioration
of learning in 2023 extend those −30
of 2022, then Hawaii will have −35
come out of the pandemic −40
better than before it started −40 −35 −30 −25 −20 −15 −10 −5 0 5 10 15 20
Large Impact Academic Impact Improvement
Recovery Year 2
From Fall 2022 to Summer 2023
SBA: Spring 2022 and Spring 2023 Assessments
Recovery Phase Year 2
• As mentioned previously, we distinguish between student level recovery and
system level recovery this year.
• Because student level recovery utilizes status comparisons between 2019 and
2023 and system level recovery utilizes growth comparisons between 2019 and
2023, status and growth was characterized in three ways:
• Below: Attainment/Growth of students is less in 2023 than in 2019
• Comparable: Attainment/Growth of students is approximately the same in
2023 as in 2019.
• Above: Attainment/Growth of students is greater in 2023 than in 2019
SBA ELA and Mathematics
Hawaii 2022 to 2023 COVID⌧19 Academic System Recovery Grade & Content Area
Behind Ahead System Recovery characterizes the extent
Status Change to which rates of student learning (i.e., growth)
have returned to pre−pandemic rates of learning.
Calculations suppressed
Behind Comparable Ahead
due to small group N (< 50)
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 Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable
Economically Disadvantaged Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable
Non−Economically Disadvantaged Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable
Special Education Comparable Comparable Comparable Comparable Comparable Behind Comparable Comparable Comparable Comparable Comparable Comparable
Asian Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable
White Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable
Hispanic Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable
Native Hawaiian Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable
ELL Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable
Female Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable
Male Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable
SBA ELA and Mathematics
Hawaii 2022 to 2023 COVID⌧19 Academic System Recovery
Grade, Content Area & Achievement Quintile
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
Economically Disadvantaged
Non−Economically Disadvantaged
Special Education
Asian
White
Hispanic
Native Hawaiian
ELL
Female
Male
SBA ELA and Mathematics
Hawaii 2022 to 2023 COVID⌧19 Academic System Recovery
Grade, Content Area & Achievement Quintile
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
Economically Disadvantaged
Non−Economically Disadvantaged
Special Education
Asian
White
Hispanic
Native Hawaiian
ELL
Female
Male
Student level recovery
• It is critical to understand that recovery of the system does not imply student level
recovery
• Because students rates of learning slowed so dramatically during the pandemic,
rates of learning necessary to catch students up to where they would have been
would have to be equally dramatic (in the positive direction)
• The following figures illustrate the extent to which student attainment is behind
2019 attainment levels.
• Comparison to 2019 levels is a “low bar” as attainment levels in 2023 had the
pandemic not occurred would almost certainly have been higher than 2019 levels.
SBA ELA and Mathematics
Hawaii 2019 to 2023 COVID⌧19 Academic Student Recovery Grade & Content Area
Behind Ahead Student Recovery characterizes the extent
Status Change to which student attainment has returned
to pre−pandemic levels of attainment.
Calculations suppressed
Behind Comparable Ahead
due to small group N (< 50)
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 Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Behind Behind
Economically Disadvantaged Behind Comparable Comparable Comparable Comparable Comparable Behind Comparable Behind Behind Behind Behind
Non−Economically Disadvantaged Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Behind Behind
Special Education Behind Comparable Comparable Behind Behind Comparable Comparable Comparable Comparable Comparable Comparable Comparable
Asian Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable
White Comparable Comparable Behind Comparable Behind Comparable Comparable Comparable Comparable Comparable Comparable Behind
Hispanic Behind Comparable Comparable Behind Behind Comparable Behind Comparable Comparable Behind Behind Behind
Native Hawaiian Behind Comparable Comparable Comparable Comparable Behind Behind Comparable Behind Comparable Behind Behind
ELL Comparable Comparable Comparable Ahead Ahead Ahead Comparable Comparable Comparable Comparable Comparable Comparable
Female Comparable Comparable Comparable Comparable Behind Behind Comparable Comparable Comparable Behind Behind Behind
Male Behind Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable Comparable
SBA ELA and Mathematics
Hawaii 2019 to 2023 COVID⌧19 Academic Student Recovery
Grade, Content Area & Achievement Quintile
Behind Ahead Student Recovery characterizes the extent
Status Change to which student attainment has returned
to pre−pandemic levels of attainment.
Calculations suppressed
Behind Comparable Ahead
due to small group N (< 50)
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
Economically Disadvantaged
Non−Economically Disadvantaged
Special Education
Asian
White
Hispanic
Native Hawaiian
ELL
Female
Male
SBA ELA and Mathematics
Hawaii 2019 to 2023 COVID⌧19 Academic Student Recovery
Grade, Content Area & Achievement Quintile
Behind Ahead Student Recovery characterizes the extent
Status Change to which student attainment has returned
to pre−pandemic levels of attainment.
Calculations suppressed
Behind Comparable Ahead
due to small group N (< 50)
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
Economically Disadvantaged
Non−Economically Disadvantaged
Special Education
Asian
White
Hispanic
Native Hawaiian
ELL
Female
Male
Recovery Year 2
• In some grades and content areas, student are well behind where their 2019
counterparts were.
• This shows that even though Hawaii’s education system has bounced back well,
large deficits remain to be overcome for thousands of students
• Of particular concern is middle school math, especially for females.
About this copy
COVID-19 Impact & Recovery in Hawaii — Hawaii Department of Education, August 8, 2023.
This is an image-based copy of the original Keynote slides; builds and animations are flattened.