Mujtahidah Anggriani Ummul Muzayyanah
Department Of Livestock Socio-Economics, Faculty Of Animal Science, Universitas Gadjah Mada, Yogyakarta

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DEMOGRAPHIC TARGETING OF USERS IN MOBILE APPLICATIONS FOR LIVESTOCK DIGITAL MARKETING AMONG SMALLHOLDER CATTLE FARMERS Triatmojo, Agung; Muzayyanah, Mujtahidah Anggriani Ummul; Syahlani, Suci Paramitasari; Guntoro, Budi
Agrisocionomics: Jurnal Sosial Ekonomi Pertanian Vol 8, No 2 (2024): Special Edition in Collaboration with The 6th International Seminar on Agribusin
Publisher : Faculty of Animal and Agricultural Science, Diponegoro University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/agrisocionomics.v8i2.22722

Abstract

Several livestock diseases leading to high mortality rates among animals have raised concerns about a potential food crisis in Indonesia. To prevent further spread of these diseases, access to livestock sheds has been restricted. This situation has highlighted the importance of developing alternative marketing channels to facilitate livestock trade. The present study investigates the demographic factors that influence farmers' interest in adopting mobile applications for digital livestock marketing in the Special Region of Yogyakarta. The data for this research was collected from a stratified random sample of 968 respondents across four regions. Prior to the interviews, farmers were provided with an introduction and given the opportunity to experience the mobile applications firsthand. The data analysis employed descriptive statistics, non-parametric analysis, and a logistic regression model. The results indicated a significant (p < 0.05) association between variables such as the farmer's age, educational level, women's decision-making power, farming revenue, cattle ownership, farming experience, and interest in using mobile applications for livestock digital marketing. However, no distinction in adoption interest was observed between farmers who were members of agricultural groups and those who were not. These findings have significant methodological implications, as they require independent interviewing among member farmer groups. This study suggests that developers of mobile applications for livestock digital marketing should consider the lack of digital literacy among farmers as a crucial factor influencing their interest in adopting new technologies. Addressing the digital literacy gap could increase the adoption and effective use of these applications within the farming community.
Factors Determining Smallholder Farmers to Upscale their Cattle Business Restiyana Agustine; Mujtahidah Anggriani Ummul Muzayyanah; Ahmad Romadhoni Surya Putra; Endang Baliarti
ANIMAL PRODUCTION Vol. 25 No. 1 (2023)
Publisher : Faculty of Animal Science, Jenderal Soedirman University in associate with the Animal Scientist Society of Indonesia (ISPI) and the Indonesian Association of Nutrition and Feed Science (AINI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20884/1.jap.2023.25.1.190

Abstract

The maintenance of beef cattle in Indonesia is mainly carried out by smallholder farmers, so to meet national demand, the beef cattle population needs to increase. While the government-initiated programs to increase e cattle population are many, studies to analyze smallholder farmers’ interest in improving their cattle size remain limited. This study aims to analyze factors influencing the interests of smallholder farmers in improving their beef cattle business. The variables were farmers’ age, gender, education level, family size, land ownership, beef cattle ownership, monthly income level, and cattle breed. The potential obstacles farmers faced to increasing their beef cattle business were investigated. Conducted in Blora, Grobogan, Kebumen, Klaten, and Rembang Regencies, Central Java Province, this study purposively selected 287 beef cattle farmers aged 15-24 years as study respondents. The collected data were then subjected to binary logistic regression analysis using Stata 16. The findings showed that farmers’ motivation to increase the population of cattle they raised was influenced by their age and monthly income. The older the farmers, the less probable they were interested in improving their business. Farmers earning >IDR 1,000,000.00-3,000,000.00 per month showed a probability of interest in increasing their business by growing the beef cattle population.
Technological Acceptance of Cattle Farmers in Mobile Applications for Livestock Digital Marketing Agung Triatmojo; Nguyen Hoang Qui; Yasser Basstawy El Sayed; Mujtahidah Anggriani Ummul Muzayyanah; Suci Paramitasari Syahlani; Budi Guntoro
Buletin Peternakan Vol 48, No 2 (2024): BULETIN PETERNAKAN VOL. 48 (2) MAY 2024
Publisher : Faculty of Animal Science, Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21059/buletinpeternak.v48i2.92075

Abstract

The farmers have encountered challenges in conducting livestock trade due to the absence of dealer activity caused by Anthrax and Foot Mouth Disease (FMD) epidemics. In this context, it is crucial to utilize technology in livestock marketing to obtain current market information from distant marketplaces and reduce the risk of contagion. To meet these purposes, a mobile phone application has been developed in order to be used by cattle farmers; after that, market testing has been conducted to gain feedback and determine the segmentation. Thus, the study aimed to examine the differences in the perceived ease of use, perceived usefulness, and social impact amongst farmers who are willing and unwilling to embrace a mobile phone application for digital marketing. A total of 968 cattle farmers were surveyed with stratified random sampling techniques in the Special Region of Yogyakarta. The data obtained were analyzed using mean difference inferential analysis. The result showed that farmers with various categories of age, education, farm revenue, farmers group, farmer experience, cattle ownership, and regions have significantly different (p<0.01) perceived usefulness (PU), perceived ease of use (PE), and social influence (SI) on mobile applications for livestock digital marketing. Furthermore, farmers willing to adopt mobile application have significantly higher (p<0.01) PU, PE, and SI factors. This study recommends mobile app developers evaluate potential user needs and background factors that may influence farmers' interest.
Determinant Factors of People’s Business Credit (KUR) Repayment in The Livestock Sector Syahfrizal, Aldi; Muzayyanah, Mujtahidah Anggriani Ummul; Wankar, Tian Jihadhan
Buletin Peternakan Vol 49, No 3 (2025): BULETIN PETERNAKAN VOL. 49 (3) August 2025
Publisher : Faculty of Animal Science, Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21059/buletinpeternak.v49i3.104116

Abstract

The People's Business Credit (KUR) program plays a crucial role in supporting Indonesia's livestock sector, which remains a primary source of livelihood for many rural households. This study aims to identify the characteristics of livestock farmers receiving KUR and the factors influencing loan repayment. Data were collected through a survey of 505 livestock farmers in Purbalingga Regency who had received KUR financing. A binary logistic regression model was used to analyze the determinants of loan repayment. The results show that borrower age, loan amount, loan term, and credit risk score significantly affect loan repayment performance. In contrast, gender, number of dependents, education level, business experience, income, and repayment capacity do not have a significant effect. The findings suggest that borrower characteristics and loan terms are crucial in determining repayment outcomes. Policymakers are advised to align KUR loan terms with livestock production cycles and provide financial literacy support to improve repayment rates and ensure the long-term sustainability of livestock-based KUR programs.