Lupa

Show document Help

A- | A+ | Print
Title:Wildfires, land markets, and agrarian inequality in northern Pakistan
Authors:ID Umar, Daraz (Author)
ID Bojnec, Štefan (Author)
Files:URL https://www.mdpi.com/2571-6255/9/8/346
 
.pdf RAZ_Umar_Daraz_2026.pdf (5,81 MB)
MD5: E9799B6274922FD0BCDBD781A6B6C654
 
Language:English
Work type:Article
Typology:1.01 - Original Scientific Article
Organization:FM - Faculty of Management
Abstract:Wildfires are increasingly recognized as environmental disturbances associated with socio economic transformations in agrarian systems. This study examines the associations between reported wildfire exposure, land-market outcomes, and agrarian inequality in the Malakand Division of northern Pakistan, a region characterized by forest–agriculture interfaces and livelihood dependence on land. The study aims to analyze how different levels of wildfire exposure are associated with land values, ownership patterns, market transactions, inequality, and coping strategies among farming households. A quantitative cross-sectional design was employed using a sample of 400 households selected through multistage sampling. Data were collected through structured questionnaires and analyzed using ANOVA, chi-square tests, multiple and logistic regression, hierarchical regression, and principal component analysis. Results show that reported land values differed sig nificantly across wildfire-exposure categories (F = 48.72, p < 0.001), with directly exposed households reporting the lowest values. Regression analysis identified direct wildfire exposure as the strongest negative statistical predictor of reported land value (β = −0.468, p < 0.001). Retrospectively reported landholding data show an increase in the Gini coefficient from 0.41 before the reported fire period to 0.53 afterward. The addition of land-transaction variables increased the explained variance in agrarian inequality to 72%, which is consistent with a potential land-market pathway but does not constitute evidence of causal mediation. Coping strategies such as land sale, migration, and borrowing emerged as dominant reported responses among affected households. The study concludes that wildfire exposure is strongly associated with land devaluation, land sales, and greater agrarian inequality. Because the study is cross sectional and lacks an independently observed pre-fire baseline or causal identification strategy, these findings should not be interpreted as definitive causal effects.
Keywords:wildfires, land markets, agrarian inequality, distress land sales, rural livelihoods
Publication status:Published
Publication version:Version of Record
Publication date:13.08.2026
Year of publishing:2026
Number of pages:str. 1-36
Numbering:Vol. 9, iss. 8 [article no.] 346
PID:20.500.12556/RUP-23477 This link opens in a new window
UDC:614.841.42:63
ISSN on article:2571-6255
DOI:10.3390/fire9080346 This link opens in a new window
COBISS.SI-ID:287776259 This link opens in a new window
Publication date in RUP:14.08.2026
Views:70
Downloads:6
Metadata:XML DC-XML DC-RDF
:
Copy citation
  
Average score:(0 votes)
Your score:Voting is allowed only for logged in users.
Share:Bookmark and Share


Hover the mouse pointer over a document title to show the abstract or click on the title to get all document metadata.

Record is a part of a journal

Title:Fire
Shortened title:Fire
Publisher:MDPI AG
ISSN:2571-6255
COBISS.SI-ID:4755656 This link opens in a new window

Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.

Secondary language

Language:Slovenian
Abstract:Požari v naravi so vse bolj prepoznani kot okoljske motnje, povezane s socialno-ekonomskimi preobrazbami v agrarnih sistemih. Ta študija preučuje povezave med prijavljeno izpostavljenostjo požarom v naravi, rezultati trga zemljišč in agrarno neenakostjo v divizi Malakand v severnem Pakistanu, regiji, za katero so značilni stiki med gozdom in kmetijstvom ter odvisnost preživetja od zemlje. Cilj študije je analizirati, kako so različne ravni izpostavljenosti požarom v naravi povezane z vrednostjo zemljišč, lastniškimi vzorci, tržnimi transakcijami, neenakostjo in strategijami spoprijemanja med kmetijskimi gospodinjstvi. Uporabljena je bila kvantitativna presečna zasnova z vzorcem 400 gospodinjstev, izbranih z večstopenjskim vzorčenjem. Podatki so bili zbrani s strukturiranimi vprašalniki in analizirani z uporabo ANOVA, hi-kvadrat testov, multiple in logistične regresije, hierarhične regresije in analize glavnih komponent. Rezultati kažejo, da so se prijavljene vrednosti zemljišč bistveno razlikovale med kategorijami izpostavljenosti požarom v naravi (F = 48,72, p < 0,001), pri čemer so neposredno izpostavljena gospodinjstva poročala o najnižjih vrednostih. Regresijska analiza je opredelila neposredno izpostavljenost požarom v naravi kot najmočnejši negativni statistični napovedovalec prijavljene vrednosti zemljišč (β = −0,468, p < 0,001), medtem ko so imela neposredno izpostavljena gospodinjstva bistveno večjo verjetnost prijave prodaje zemljišč (Exp(B) = 6,35). Rezultati hi-kvadrat kažejo na pomembno povezavo med izpostavljenostjo požarom v naravi in ​​transakcijami z zemljišči (χ2 = 64,82, p < 0,001). Retrospektivno prijavljeni podatki o posesti zemljišč kažejo povečanje Ginijevega koeficienta z 0,41 pred prijavljenim obdobjem požarov na 0,53 po njem. Dodatek spremenljivk o transakcijah z zemljišči je povečal pojasnjeno varianco v agrarni neenakosti na 72 %, kar je skladno s potencialno potjo trga z zemljišči, vendar ne predstavlja dokaza o vzročni mediaciji. Strategije spoprijemanja, kot so prodaja zemljišč, migracije in izposojanje, so se pojavile kot prevladujoči prijavljeni odzivi med prizadetimi gospodinjstvi. Študija ugotavlja, da je izpostavljenost požarom v naravi močno povezana z razvrednotenjem zemljišč, prodajo zemljišč in večjo agrarno neenakostjo. Ker je študija presečna in nima neodvisno opazovanega izhodišča pred požarom ali strategije za identifikacijo vzrokov, teh ugotovitev ne smemo razlagati kot dokončne vzročne učinke.
Keywords:gozdni požari, zemljiški trgi, agrarna neenakost, prodaja zemljišč v stiski, preživetje na podeželju


Comments

Leave comment

You must log in to leave a comment.

Comments (0)
0 - 0 / 0
 
There are no comments!

Back
Logos of partners University of Maribor University of Ljubljana University of Primorska University of Nova Gorica