Evidence map›Paper›PMID 38826760›Full record

ArticleFrontiers in global women's health2024

Utilization of social franchising in family planning services: a Pakistan perspective.

Nayab, Taimoor Ahmad, Areesh Fatmee, Ibtisam Sajjad, Zona Usmani, Ayesha Khan, Sara Shahzad, Adnan Ahmad Khan

Abstract read
In one paragraph

Article in Frontiers in global women's health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. 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

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

8 authors.

NayabProgram, Research and Development Solutions (RADS), Islamabad, Pakistan.
Taimoor AhmadProgram, Research and Development Solutions (RADS), Islamabad, Pakistan.
Areesh FatmeeProgram, Research and Development Solutions (RADS), Islamabad, Pakistan.
Ibtisam SajjadProgram, Research and Development Solutions (RADS), Islamabad, Pakistan.
Zona UsmaniProgram, Research and Development Solutions (RADS), Islamabad, Pakistan.
Ayesha KhanUrban Impact Lab, Akhter Hameed Khan Foundation, Islamabad, Pakistan.
Sara ShahzadUniversity of Cambridge, Cambridge, United Kingdom.
Adnan Ahmad KhanProgram, Research and Development Solutions (RADS), Islamabad, Pakistan.

Funding

Bill & Melinda Gates Foundation INV-025171
6 · The paper itself

Abstract

Introduction: Pakistan's private sector caters to around 65% of family planning users. Private sector family planning was promoted in the Delivering Accelerated Family Planning in Pakistan (DAFPAK) program by UK's Foreign, Commonwealth & Development Office (FCDO) in 2019. We use data from DAFPAK to analyze the clientele and products distributed by two major NGOs, Marie Stopes Society (MSS) and DKT Pakistan, that support private providers in Pakistan. We also examined the effect of COVID-19 on client visits and contraceptives uptake at private facilities in Pakistan. Methods: DAFPAK used field validation surveys to analyze the volume of clients and products of 639 private facilities across three provinces (Punjab, KPK and Balochistan) of Pakistan. The data was collected in two phases (February 2020 and 2021) using multi-stage cluster sampling at 95% confidence level. Using a generalized negative binomial regression, facility-level characteristics and impact of COVID-19 was analyzed with the volume of clients and products given out at 95% confidence interval alongside descriptive analysis. Results: DKT facilities covered 53% of the sample while MSS covered 47%, with 72% facilities in the rural areas. Average facility existence duration is 87 months (7.25 years). While the average experience of the facility staff is 52 months (4.33 years). MSS is serving more clients as compared to DKT during both phase 1 (IRR: 3.15; 95% CI: 2.74, 3.61) and phase 2 (IRR: 2.11; 95% CI: 1.79, 2.49). Similarly, MSS had a greater volume of products given out in both phases 1 (IRR: 1.89; 95% CI: 1.51, 2.38) and phase 2 (IRR: 2.57; 95% CI: 2.09, 3.14). In both phases, client visits and product distribution decreased when client privacy is invaded (IRR: 0.74; 95% CI: 0.67, 0.82 - phase 1) and (IRR: 0.83; 95% CI: 0.72, 0.97 - phase 2). Lastly, during COVID-19, products distribution decreased by a factor of 0.84 (IRR: 0.84; 95% CI: 0.72, 0.97) but client visits remain unaffected. Conclusion: Overall, clientele is low for all facilities. At a facility, privacy is a determinant of client visits and products given out per visit. Transiently, during COVID-19, client volumes decreased, with a shift from oral pills to condoms and emergency contraceptive pills.

Indexed as

clients of family planningCOVID-19family planningprivacy of clientssocial franchisingvolume of clientsvolume of products

Identifiers

PMID38826760
PMCPMC11140052

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.