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Record W7023669661

Performance of activities of daily living after surviving a cardiac arrest

2025· other· en· W7023669661 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typeother
Languageen
FieldMedicine
TopicCardiac Arrest and Resuscitation
Canadian institutionsnot available
Fundersnot available
KeywordsActivities of daily livingQuality of life (healthcare)Myocardial infarctionCardiopulmonary resuscitationEmergency medical servicesEmergency departmentCohortResuscitation
DOInot available

Abstract

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Introduction: Out-of-hospital cardiac arrest (OHCA) is a major medical emergency with high mortality rates and significant long-term consequences for survivors. Advances in resuscitation and acute care have improved survival, yet many survivors face challenges after hospital discharge, related to activities of daily living (ADL) ability, the health-related quality of life (HRQoL), and the return to work. While previous research has largely focused on survival rates, physical and neurological outcomes, less attention has been given to outcomes beyond mortality and body structure impairments. Additionally, there is limited knowledge on the societal costs associated with OHCA survivors, including healthcare expenses and work absenteeism, making it essential to investigate these aspects. This dissertation aimed to investigate the impact of OHCA on survivors and society. More specifically, the aims were to: I. To describe the ADL ability among OHCA survivors at hospital discharge, examine characteristics of those with decreased ADL ability, and the changes in ADL ability over time. II. To assess whether ADL ability and cognitive function at hospital discharge are associated with post-discharge ADL ability, HRQoL and return to work. III. To evaluate the costs of OHCA survivors from a societal perspective, and to compare these costs to the costs of individuals with non-cardiac arrest myocardial infarction and individuals with no cardiac diseases. Methods: The dissertation comprised two studies investigating multiple aspects of OHCA consequences. Study I was a prospective clinical cohort study including 200 OHCA survivors, measuring self-reported and observed ADL ability from Activities of Daily Living Interview (ADL-I) and Assessment of Motor and Process Skills (AMPS) at hospital discharge and six months post-arrest. Cognitive function was assessed with Montreal Cognitive Assessment (MoCA) at discharge. Both personal ADL-I (PADL-I) and age-matched AMPS at discharge - alongside MoCA cut-off scores- were included as independent variables in association analyses with post-discharge ADL ability, HRQoL and return to work. Data were analysed using descriptive statistics and regression models, and missing data were handled with multiple imputation. Study II was a cost-of-illness study based on data from Danish national registers, estimating costs of healthcare utilisation and work absenteeism among 5,646 OHCA survivors compared to two matched control groups: a group with individuals with myocardial infarction and a group with individuals with no cardiac disease. Health care costs from the primary and secondary sector were included, alongside costs of sick leave, vocational rehabilitation, disability pension and unemployment. These costs were tracked over a six-year period, from one year before the cardiac arrest up to five years post-arrest. Results: In study I, a substantial proportion of OHCA survivors had decreased ADL ability at hospital discharge and six-months post-arrest, with those with below age norms having lower measures compared to survivors with age-matched ADL ability, both at discharge and at six-months follow-up. Both self-reported PADL-I and observed age-matched AMPS showed a statistically significant association with post-discharge ADL ability and HRQoL, whereas MoCA was significantly associated with HRQoL index scores only. Neither PADL-I, AMPS nor MoCA at discharge showed a statistically significantly association with return to work, although MoCA approached. In study II, healthcare costs for OHCA survivors were significantly higher than those of matched controls. The highest costs were observed in the first-year post-arrest with hospital costs accounting for the main economic burden. From the second year onwards, the economic burden shifted towards work absenteeism, with sick leave being the highest cost and later also disability pension. Conclusion: Early assessment, prior to hospital discharge, revealed decreased observed and self-reported ADL ability and despite some improvements during six months, a noteworthy proportion of participants were still challenged in daily and weekly tasks. Following this, OHCA survivors with an ADL ability below age-norm at hospital discharge had lower self-reported and observed ADL measures both at discharge and six months post-arrest compared to survivors with an age-matched ability at discharge. ADL measures and cognitive screening at hospital discharge showed potential as markers when identifying OHCA survivors at risk of poor post-discharge ADL ability and HRQoL. However, when identifying survivors at risk of not returning to work, additional factors should be considered. OHCA survivors have substantial costs related to health care use and work absenteeism, even when compared to MI controls and non-CD controls. Hospital costs were highest in the first-year post-arrest, but from the second-year sick leave accounted for the main economic burden, and later also disability pension.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0080.001

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 head0.006
GPT teacher head0.238
Teacher spread0.232 · 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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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