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Background In recognition of the potential importance of road access in the provision of and request for agricultural extension services, this study investigates whether and to what extent access to paved roads would influence farmers’ access to extension services, using a nationally representative sample of households and communities in Malawi. Our study proposes an extension access measure that reflects the diversity of agricultural topics and extension service providers available in the village where farmers resided, which commonly is captured in a binary fashion of “contact” with extension agents. Method The level of extension access is measured in the form of count data, and we employ a hurdle negative binomial regression model to account for unobserved farmer heterogeneity and excessive zeros that represent a group of farmers who received no extension services due to a lack of supply of extension opportunities in the village or a lack of demand. Results We find a negative and non-linear relationship between access to paved roads and extension services, showing that, on average, the extent of access to extension services decreased by 14.1 percent as a farmer’s residence was one log of distance away from the nearest paved road. Women farmers had considerably lower extension access scores by 24.3 percent than men, indicating the prevalence of the country’s deeply rooted cultural and gender barriers. Furthermore, serving as lead farmers, human capital and economic characteristics, and extension resources available in the village—such as the number of extension agents and demonstration and farm trials—are identified as factors having a sizable contribution to determining the extent of extension access. Conclusion Our study findings will provide empirical evidence that answers questions raised by past studies concerning the relationship among roads, agricultural extension, productivity, and other economic outcomes. Also, it will inform future research about the access to agricultural extension and agricultural development nexus.
Background In recognition of the potential importance of road access in the provision of and request for agricultural extension services, this study investigates whether and to what extent access to paved roads would influence farmers’ access to extension services, using a nationally representative sample of households and communities in Malawi. Our study proposes an extension access measure that reflects the diversity of agricultural topics and extension service providers available in the village where farmers resided, which commonly is captured in a binary fashion of “contact” with extension agents. Method The level of extension access is measured in the form of count data, and we employ a hurdle negative binomial regression model to account for unobserved farmer heterogeneity and excessive zeros that represent a group of farmers who received no extension services due to a lack of supply of extension opportunities in the village or a lack of demand. Results We find a negative and non-linear relationship between access to paved roads and extension services, showing that, on average, the extent of access to extension services decreased by 14.1 percent as a farmer’s residence was one log of distance away from the nearest paved road. Women farmers had considerably lower extension access scores by 24.3 percent than men, indicating the prevalence of the country’s deeply rooted cultural and gender barriers. Furthermore, serving as lead farmers, human capital and economic characteristics, and extension resources available in the village—such as the number of extension agents and demonstration and farm trials—are identified as factors having a sizable contribution to determining the extent of extension access. Conclusion Our study findings will provide empirical evidence that answers questions raised by past studies concerning the relationship among roads, agricultural extension, productivity, and other economic outcomes. Also, it will inform future research about the access to agricultural extension and agricultural development nexus.
This article examines two contemporary Chinese films that document the filmmakers’ homecoming journey during the Chinese New Year: Sige chuntian (Four Springs) () and Jixiang ruyi (The Reunions) (). It argues that both films have the characteristic of being reflexive documentaries exploring and expanding the boundaries of documentary films. According to Meunier’s three types of filmic identifications – the documentary attitude, the home-movie attitude and the fiction attitude – the two films challenge documentary norms and combine the documentary attitude with the other two types of attitude. Four Springs combines documentary and home movie by closely capturing the four journeys of homecoming confined in the private sphere of the filmmaker’s home, whilst The Reunions combines documentary and fiction, and even actuality and performance, through actor Liu Lu’s portrayal of the director Da Peng’s cousin in the presence of his real family. By challenging these documentary forms, these two films reflect the directors’ uses of documentary to memorialize their personal experiences with their families, more than merely reflecting the cultural phenomenon of the Chinese New Year homecoming.
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