Evidence map›Paper›PMID 41704983›Full record

ArticleCureus2026

An Overview of the Impact of an Embedded Evaluation of the Immunisation Education, Training and Clinical Support Programme During the New Zealand COVID-19 Pandemic.

Anthony Dowell, Gayl Humphrey, Maria Stubbe, Susan Bibby, Marama Cole, Abigail Dunlop, Jo Hilder, Larisa Karteleva, Kunal Kumar, Azim O'Shea and 3 more

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Article in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

13 authors.

Anthony DowellPrimary Health Care and General Practice, University of Otago, Wellington, NZL.
Gayl HumphreyThe National Institute for Health Innovation, University of Auckland, Auckland, NZL.
Maria StubbePrimary Health Care and General Practice, University of Otago, Wellington, NZL.
Susan BibbyPrimary Health Care and General Practice, University of Otago, Wellington, NZL.
Marama ColePrimary Health Care and General Practice, University of Otago, Wellington, NZL.
Abigail DunlopPrimary Health Care and General Practice, Univeristy of Otago, Wellington, NZL.
Jo HilderPrimary Health Care and General Practice, University of Otago, Wellington , NZL.
Larisa KartelevaThe National Institute for Health Innovation, University of Auckland, Auckland, NZL.
Kunal KumarThe Immunisation Advisory Centre, University of Auckland, Auckland, NZL.
Azim O'SheaThe National Institute for Health Innovation, University of Auckland, Auckland, NZL.
Mayor PokinoThe National Institute for Health Innovation, University of Auckland, Auckland, NZL.
Mandy SextonPrimary Health Care and General Practice, University of Otago, Wellington, NZL.
Penny ZipfelThe Immunisation Advisory Centre, University of Auckland, Auckland, NZL.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background The introduction and roll-out of the COVID-19 vaccine was one of the most important and complex initiatives undertaken by health sectors worldwide. In New Zealand, the Education, Training and Clinical Support to the health sector of the immunisation programme was undertaken by the Immunisation Advisory Centre (IMAC). This paper describes how an embedded evaluation was planned from the outset, acting as a rigorous "critical friend" to the programme: appreciating and recording successes, identifying challenges and opportunities early, and working with stakeholders to generate innovative solutions (Hindsight to Foresight). Method The evaluation research team used an established methodology and evidence base, combining complexity and implementation science with appreciative inquiry (CIS-A), previously applied in immunisation strategy and mental health settings. This approach was taken to acknowledge the complexity of the COVID-19 immunisation context. Both numerical and narrative data were collected to provide information to the programme for endorsement of what was going well and the early identification of challenges. Methods included analysis of IMAC routinely collected workforce data, help line call data, surveys, focus groups and interviews with vaccinators, vaccinees and key stakeholders. There was also direct observation of vaccination sites and settings. Results The embedded evaluation process was sustained throughout the COVID-19 immunisation response. Regular assessment and feedback enabled recognition and support of positive features of activity information about challenges with the opportunity for early course correction. There were specific areas where external evaluation was especially helpful, the focus on important and concise "Toolkit messages for the day" approach and the focus on equity being two examples. One of the challenges in using an iterative embedded methodology is that what might have been traditional "end of project" evaluation findings have already been raised and, in many cases, acted upon. Changes have therefore already been made and there may be a perception that an evaluation is adding little to project development. Conclusions The evaluation was able to assess the overall success and contribution of the programme to the immunisation rollout. We recommend that using a multi-perspective embedded evaluation approach can be of value in implementing complex health sector initiatives.

Indexed as

appreciative inquirycomplexity and implementation sciencecovid-19 equityeducation and trainingembedded evaluationimmunisation

Identifiers

PMID41704983
PMCPMC12907259

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.