Evidence map›Paper›PMID 34629207›Full record

ArticleVaccine2021

Strengthening the immunization supply chain: A time-to-supply based approach to cold chain network optimization & extension in Madhya Pradesh.

Varun Srivastava, Manish Ratna, Arindam Ray, Santosh Shukla, Vipin Shrivastava, Nitin Kothari, Amandeep Gupta, Meenal Kukreja, Harkabir Singh Jandu

Abstract read
In one paragraph

Article in Vaccine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 1 pooled it
–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

5 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pharmacy-based immunization: a systematic review.Frontiers in public health · 2023
    Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Varun SrivastavaClinton Health Access Initiative, 40, Okhla Phase III, Delhi 110020, India. Electronic address: vsrivastava@clintonhealthaccess.org.
Manish RatnaClinton Health Access Initiative, 40, Okhla Phase III, Delhi 110020, India. Electronic address: mratna@clintonhealthaccess.org.
Arindam RayBill & Melinda Gates Foundation, 5th Floor, The Capital Court, Olof Palme Marg, Munirka, New Delhi 110067, India. Electronic address: arindam.ray@gatesfoundation.org.
Santosh ShuklaDirectorate of Health Services, Government of Madhya Pradesh, NHM Bhavan, Link Road No.3, Patrakar Colony, Bhopal 462003, India. Electronic address: shukla.1956@mp.gov.in.
Vipin ShrivastavaDirectorate of Health Services, Government of Madhya Pradesh, NHM Bhavan, Link Road No.3, Patrakar Colony, Bhopal 462003, India. Electronic address: vipincoldchain@yahoo.com.
Nitin KothariClinton Health Access Initiative, 40, Okhla Phase III, Delhi 110020, India. Electronic address: nkothari@clintonhealthaccess.org.
Amandeep GuptaClinton Health Access Initiative, 40, Okhla Phase III, Delhi 110020, India. Electronic address: amandeep.gupta@clintonhealthaccess.org.
Meenal KukrejaClinton Health Access Initiative, 40, Okhla Phase III, Delhi 110020, India. Electronic address: mkukreja@clintonhealthaccess.org.
Harkabir Singh JanduClinton Health Access Initiative, 40, Okhla Phase III, Delhi 110020, India. Electronic address: hjandu@clintonhealthaccess.org.

Funding

Gates Foundation INV-010007
6 · The paper itself

Abstract

Expansion of immunization coverage is dependent in part on delivering potent vaccines in an equitable and timely manner to immunization outreach session sites from Cold Chain Points (CCPs). When duration of travel between the last CCP and the session site (Time-to-Supply) is too long, three consequences may arise: decreased potency due to exposure to heat and freezing, beneficiary dropouts due to delayed session starts, and, increased operational costs for the Health Facility (HF) conducting the outreach sessions. Guided by the Government of India's recommendation on cold chain point expansion to ensure that all session sites are within a maximum of 60 min from the last CCP, CHAI and the State Routine Immunization Cell in the state of Madhya Pradesh collaborated to pilot a novel approach to cold chain network optimization and expansion in eight districts of Madhya Pradesh. Opportunities for realignment of remote sub-health centers (SHCs) and corresponding session sites to alternative existing CCPs or to HFs which could be converted to new CCPs were identified, and proposed using a greedy adding algorithm-based optimization which relied on health facility level geo-location data. Health facility geo-coordinates were collected through tele-calling and site visits, and a Microsoft Excel based optimization tool was developed. This exercise led to an estimated reduction in the number of remote SHCs falling beyond the permissible travel time from CCPs by 56.89 percent (132 remote sites), from 232 to 100. The 132 resolved sites include 73 sites realigned to existing CCPs, and 59 sites to be attached to 22 newly proposed CCPs. Both the network optimization approach and the institutional capacity built during this project will continue to be useful to India's immunization program. The approach is replicable and may be leveraged by developing countries facing similar challenges due to geographical, institutional, and financial constraints.

Indexed as

RefrigerationVaccinesImmunizationImmunization ProgramsVaccinationVaccinesCold chain network extensionHealth facility location allocationImmunization supply chain strengtheningTime-to-supplyVaccine supply chain optimization

Identifiers

PMID34629207
PMCPMC8547487

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.