Evidence map›Paper›PMID 34655385›Full record

ArticleEnvironmental science and pollution research international2022

Linking climate change adaptation practices with farm technical efficiency and fertilizer use: a study of wheat-maize mix cropping zone of Punjab province, Pakistan.

Pomi Shahbaz, Shamsheer Ul Haq, Ismet Boz

Open access · hybridAbstract read
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In one paragraph

Article in Environmental science and pollution research international, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
10.9field-weighted citation impact, top 2% of its field
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

3 citing papers in PubMed, 39 citations in OpenAlex.

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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

3 authors at 2 institutions in 2 countries.

Pomi ShahbazDepartment of Agricultural Economics, Ondokuz Mayıs University, 55139, Samsun, Turkey. pomi1781@gmail.com.ORCID http://orcid.org/0000-0002-7384-4664
Shamsheer Ul HaqDepartment of Economics and Business Administration, Division of Management and Administrative Sciences, University of Education, Lahore, Pakistan.
Ismet BozDepartment of Agricultural Economics, Ondokuz Mayıs University, 55139, Samsun, Turkey.
Ondokuz Mayıs University · TRUniversity of Okara · PK

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Climate change is a serious threat to global agriculture and the farming community is well aware of this challenge. This is the first empirical study that looks beyond the traditional studies only limited to the adoption of climate change measures by estimating the impact of adopted practices on technical efficiency and computing the actual level of fertilizer at the farm level. For this purpose, face-to-face interviews were conducted for data collection with 196 farmers selected through multiple stage simple random sampling in the wheat-maize mix cropping zone of Punjab province. The results depicted that changing fertilizer was the most commonly adopted strategy (76%) to negate the effects of climate changes on crop production. Stochastic frontier analysis results revealed that the adoption of diversification practices, soil and water conservation practices, and modern input use strategies were influential factors explaining the technical efficiency differential among different farmers. The average technical efficiency score was 0.71 in the locality implying that farmers have an opportunity to increase their farm efficiency by 29% with the present level of inputs. Moreover, adopters of modern input practices with a high index were 27% more efficient than those with a low adaptation index of these climate countering measures. The empirical results also revealed the excessive use of nitrogen fertilizer to counter the climate change impacts at the agricultural farms. This result has important policy implications for government agencies that it is not enough just to guide and motivate the farmers to adopt certain strategies to negate the effect of climate change. They should also be informed about the exact usage level of those suggested measures.

Indexed as

FertilizersTriticumAgricultureClimate ChangeFarmsPakistanZea maysFertilizersAdaptationClimate changeFertilizer usePakistanTechnical efficiency

Identifiers

PMID34655385
OpenAlexW3207348509

What OpenQuestion holds

Textmetadata
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.