Evidence map›Paper›PMID 41131022›Full record

ArticleScientific reports2025

Evaluation of determinants affecting technical efficiency of dairy farms.

Ashutosh Dubey, A K Santra, Mohan Singh, Dhirendra Bhonsle, V N Khune, O P Dinani, Rupal Pathak, Nishma Singh, Aayush Yadav

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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.

Ashutosh DubeyCollege of Veterinary Sciences and Animal Husbandry, Durg, Chhattisgarh, 491001, India. dubeyashutosh692@gmail.com.
A K SantraDau Shri Vasudev Chandrakar Chhattisgarh KamdhenuVishwavidyalaya, College of Veterinary Sciences and Animal Husbandry, Durg, Chhattisgarh, India.
Mohan SinghDau Shri Vasudev Chandrakar Chhattisgarh KamdhenuVishwavidyalaya, College of Veterinary Sciences and Animal Husbandry, Durg, Chhattisgarh, India.
Dhirendra BhonsleDau Shri Vasudev Chandrakar Chhattisgarh KamdhenuVishwavidyalaya, College of Veterinary Sciences and Animal Husbandry, Durg, Chhattisgarh, India.
V N KhuneDau Shri Vasudev Chandrakar Chhattisgarh KamdhenuVishwavidyalaya, College of Veterinary Sciences and Animal Husbandry, Durg, Chhattisgarh, India.
O P DinaniDau Shri Vasudev Chandrakar Chhattisgarh KamdhenuVishwavidyalaya, College of Veterinary Sciences and Animal Husbandry, Durg, Chhattisgarh, India.
Rupal PathakDau Shri Vasudev Chandrakar Chhattisgarh KamdhenuVishwavidyalaya, College of Veterinary Sciences and Animal Husbandry, Durg, Chhattisgarh, India.
Nishma SinghDau Shri Vasudev Chandrakar Chhattisgarh KamdhenuVishwavidyalaya, College of Veterinary Sciences and Animal Husbandry, Durg, Chhattisgarh, India.
Aayush YadavGovt. of Chhattisgarh, Mahasamund, Chhattisgarh, 491001, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper highlights the determinants that influence the technical efficiency of dairy farms in the Chhattisgarh plains of India. For the present investigation, 44dairy farms were randomly selected and administered with pre-developed questionnaires. The data obtained were analyzed using the Cobb-Douglas production function via FRONTIER 4.1 to identify various determinants and management parameters that affect the technical efficiency of dairy farms. A longer calving conception interval (β = - 0.03), regular faecal examinations (β= - 0.08), and the presence of a loose housing system (β= - 0.06) had significantly negative influences (P < 0.10) on technical efficiency. It was concluded that measures to improve peak milk yield (β = 0.58), lactation persistency (β = 0.82), strategic culling of animals (β = 0.03), regular deworming (β = 0.10), high labor productivity (β = 0.15), and improved ratios of pregnant to non-pregnant animals (β = 0.07), forage to concentrate (β = 0.07), and milch to dry animals (β = 0.08) along with the presence of irrigation facilities (β = 0.07), proper dairy waste disposal (β = 0.05) and utilization (β = 0.04), and environmentally controlled dairy housing (β = 0.36), would enhance technical efficiency. The study recommends better feeding, housing, and waste management practices to improve the efficiency of milk production in dairy farms across the Chhattisgarh plains and similar agro-climatic zones of India.

Indexed as

DairyingFarmsAnimalsCattleFemaleIndiaLactationMilkPregnancySurveys and QuestionnairesDairy farmingTechnical efficiency and management

Identifiers

PMID41131022
PMCPMC12549955

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.