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Record W7058286177

Massachusetts Health Insurance Enrollment: March 2019 through January 2021

2021· other· en· W7058286177 on OpenAlexaboutno aff

Bibliographic record

VenueState Library's electronic repository (State Library of Massachusetts) · 2021
Typeother
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsBeneficiaryMedicaidQuarter (Canadian coin)Health insuranceCoronavirus disease 2019 (COVID-19)CensusPandemic
DOInot available

Abstract

fetched live from OpenAlex

To provide more rapid insight into the impact of COVID-19 on insurance coverage in the Commonwealth, CHIA is producing monthly enrollment data summaries by key market sectors, in addition to its biannual Enrollment Trends reports.This publication includes enrollment figures through January 2021.During the pandemic, overall insurance coverage has remained relatively stable, with over 6.4 million Massachusetts residents receiving coverage from private commercial plans, MassHealth, or Medicare. 1 However, trends through January 2021 varied across these insurance categories.Private commercial insurance plans, which cover approximately 3.9 million Massachusetts residents, declined by 3.5% between March 2020 and January 2021.This decline occurred within both employersponsored insurance (ESI), where membership has contracted by 112,000 (-3.0%) since March, as well as individual purchasers, where enrollment decreased by 29,000 (-8.4%) over the same timeframe.However, in January 2021, ESI coverage experienced only its second (and largest) increase in membership (+7,300) since the pandemic began.Among individual purchasers, enrollment in unsubsidized plans increased 5.8% during this period, while ConnectorCare enrollment declined in large part due to a 9.2% drop from December 2020 to January 2021. 2,3 Between March 2020 and January 2021, the number of individuals with primary MassHealth coverage grew by approximately 170,000, or 14.5%.During this period, the Families First Coronavirus Response Act (FFCRA) mandated Medicaid programs continue coverage for all beneficiaries enrolled on or after March 18, 2020 regardless of changes in beneficiary circumstances or scheduled redetermination assessments. 4 Medicare coverage, 5 which experienced a pause in growth in the second quarter of 2020, grew at more usual levels during the summer and fall of 2020.An enrollment decline in January 2021 was concentrated within Medicare fee-for-service and is consistent with other states for this month, due to the annual open enrollment period.Enrollment in SCO, One Care, and PACE programs for dually-eligible members had a similar pause in growth in the second quarter of 2020, but has rebounded for an overall increase of 7.2% between the start of the pandemic and January 2021.While unemployment claims increased dramatically in the early months of the pandemic, 6 ESI coverage in Massachusetts did not decline at a correspondingly high rate.This is consistent with findings nationally 7,8 and a number of factors could explain this apparent disconnect.For one, not all those claiming unemployment benefits had coverage through their employer, and for those that did, some were furloughed and may have maintained their coverage.Some already had (or could shift to) coverage h gh a fa i e be a .O he a ha e ig ed f c e age h gh COBRA. 9 Despite these mitigating factors, disruptions to economic activity may impact subsectors of ESI to different degrees, particularly as distinctions emerge between temporary and permanent job losses across industries. 10CHIA is continuing to monitor these developments to better understand the extent to which ESI and other insurance coverage may be impacted by the COVID-19 pandemic. Massachusetts Enrollment by Health Insurance Category, December 2019 through January 20211 Coverage is defined by unique Massachusetts residents in primary, medical membership within the top 12 commercial payers by enrollment, MassHealth (Medicaid), and Medicare.These counts reflect enrollment for Massachusetts residents and may differ from other sources that report enrollment by Massachusetts contract situs.Membership counts are not exhaustive for Massachusetts; excluded populations may include commercial payers and third party administrators with a small Massachusetts presence, the Federal Employees Health Benefits Program (FEHBP), TRICARE, Veterans Affairs Healthcare, the Indian Health Service, other federal programs, and prisons.This d ata should not be used to calculate a statewide insurance rate.2 Per the Massachusetts Health Connector: In response to the COVID pandemic, between March 15th and August 2020, the Health Connector did not terminate or downgrade anyone for failure to respond to a Request for Information; however, in late August and early September, overdue requests were closed out in advance of annual processes that create renewal year applications.Further, this annual redetermination process encourages members to update their applications.As a result, Health Connector membership shows more volatility in recent months than earlier this year.3 Per the Massachusetts Health Connector: The Health Connector often observes shifts in unsubsidized and subsidized coverage in January for two main reasons: 1) When the Connector is not able to confirm through electronic data sources that a member continues to qualify for help paying for coverage, the Connector renews them without subsidies.Those members need to provide updated income information to regain subsidies.2) Opportunities to enroll in unsubsidized coverage are more limited during the year, so open enrollment serves as an opportunity for many to get coverage, whereas ConnectorCare members may have an easier time joining during the rest of the year.4 Medicaid.gov,6/30/2020: https://www.medicaid.gov/state-resource-center/downloads/covid-19-faqs.pdf 5 Medicare coverage here refers to Fee-for-Service (traditional) and Medicare Advantage plans.See data tables for additional information on these breakouts.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.226
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0020.001
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.2260.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.008
GPT teacher head0.238
Teacher spread0.230 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

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