2022
DOI: 10.1016/j.ijdrr.2022.103220
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The effect of COVID-19 pandemic on market integration: Evidence from vegetable farmers in Pakistan

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Cited by 13 publications
(11 citation statements)
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“…After constructing a list of key variables, we interviewed 60 randomly selected VDCs members. Their joint statements are merged into one to reduce the respondents’ quotation, at the end of which the respondents are identified as tiny letters just above the line of text (Ullah et al, 2022d ). Table 3 provides an overview of the hierarchy of different variables that shape the categorization of farmers in early, later, or late adoption decision-makers groups, which are discussed further below.…”
Section: Resultsmentioning
confidence: 99%
“…After constructing a list of key variables, we interviewed 60 randomly selected VDCs members. Their joint statements are merged into one to reduce the respondents’ quotation, at the end of which the respondents are identified as tiny letters just above the line of text (Ullah et al, 2022d ). Table 3 provides an overview of the hierarchy of different variables that shape the categorization of farmers in early, later, or late adoption decision-makers groups, which are discussed further below.…”
Section: Resultsmentioning
confidence: 99%
“…In particular, we controlled for Covid‐19 effects on fertilizer accessibility in 2020 and 2021. The Covid‐19 pandemic has been found to affect vegetable farmers' inputs and outputs market participation, and market integration in Pakistan (Ullah et al., 2022). Equation () is extended by including the time‐variant characteristics (Xit)${X_{it}})$ as follows: Yitbadbreak=αgoodbreak+β1Witgoodbreak+β2Ytgoodbreak+β3(Yt×Wit)goodbreak+γXitgoodbreak+εit$$\begin{equation} {Y}_{\textit{it}}=\alpha +{\beta}_{1}{W}_{\textit{it}}+{\beta}_{2}{Y}_{t}+{\beta}_{3}({Y}_{t}\ensuremath{\times{}}{W}_{\textit{it}})+\gamma {X}_{\textit{it}}+{\varepsilon}_{\textit{it}} \end{equation}$$…”
Section: Methodology and Datamentioning
confidence: 99%
“…In particular, we controlled for Covid-19 effects on fertilizer accessibility in 2020 and 2021. The Covid-19 pandemic has been found to affect vegetable farmers' inputs and outputs market participation, and market integration in Pakistan (Ullah et al, 2022). Equation ( 1) is extended by including the time-variant characteristics (𝑋 𝑖𝑡 ) as follows:…”
Section: Empirical Modelmentioning
confidence: 99%
“…Kebijakan stabilisasi harga implementasinya akan lebih efektif terjadi pada pasar terintegrasi dibandingkan dengan tidak terintegrasi. Karena menurut Roman (2020) pada pasar yang terintegrasi secara spasial, terjadi transfer antara daerah yang surplus dengan defisit, yang berdampak pertukaran barang atau informasi, sehingga terjadi penyesuaian demand, supply dan harga, yang mengarah pada alokasi sumberdaya yang optimal.…”
Section: Pendahuluanunclassified