Scopus
🔓 Açık Erişim YÖKSİS DOI Eşleşti
SJR Q3
Determining the factors affecting the consumer price of milk in Turkey by using regularization (elastic net) linear regression analysis
Pakistan Journal of Agricultural Sciences · Ocak 2023
YÖKSİS Kayıtları
Determining the factors affecting the consumer price of milk in Turkey by using regularization (elastic net) linear regression analysis
PAKISTAN JOURNAL OF AGRICULTURAL SCIENCES · 2023 SCI-Expanded
Prof. Dr. MUSTAFA BAHADIR ÇEVRİMLİ →
Determining the factors affecting the consumer price of milk in Turkey by using regularization (elastic net) linear regression analysis
Pakistan Journal of Agricultural Sciences · 2023 SCI-Expanded
Doç. Dr. BURAK MAT →
YÖKSİS Kayıtları — ISSN Eşleşmesi
Subclinical Mastitis Prediction in Dairy Cattle by Application of Fuzzy Logic
2015 ISSN: 0552-9034 SCI-Expanded
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Multidimensions of Poverty for Agricultural Community in Turkey: Konya Province Case
2018 ISSN: 0552-9034 SCI-Expanded
Prof. Dr. CENNET OĞUZ →
Performance of pneumatic precision seed drill in black carrot sowing
2018 ISSN: 0552-9034 SCI-Expanded Q4
Prof. Dr. ALİ YAVUZ ŞEFLEK →
FECUNDITY AND BODY SIZE-FECUNDITY RELATIONS OF Palaeolecanium bituberculatum (Targ. and Tozz.) (Hemiptera: Coccidae) ON APPLE TREES
2018 ISSN: 0552-9034 SCI-Expanded Q3
Dr. Öğr. Üyesi EKREM ÖGÜR →
EVALUATION of YOUNG FARMERS PROJECT SUPPORT PROGRAM in TERMS of AGRI-ENTREPRENEURSHIP in TURKEY
2018 ISSN: 0552-9034 SCI-Expanded
Prof. Dr. HASAN GÖKHAN DOĞAN →
Multidimensions of Poverty for Agricultural Community in Turkey: Konya Province Case
2018 ISSN: 0552-9034 SCI
Prof. Dr. CENNET OĞUZ →
The Factors Affecting Psychological Empowerment Levels of Entrepreneurs in Agricultural Holdings of Kırsehir Province, Turkey
2020 ISSN: 0552-9034 SCI-Expanded
Prof. Dr. HASAN GÖKHAN DOĞAN →
MORPHOLOGICAL, PHYSIOLOGICAL, AND BIOCHEMICAL RESPONSE OF CITRUS ROOTSTOCKS TO SALT STRESS
2022 ISSN: 0552-9034 SCI-Expanded Q3
Doç. Dr. ŞEYMA ARIKAN →
Water stress during seedling growth: examining physiological, biochemical and agronomic dynamics in Cucumis melo
2024 ISSN: 0552-9034 SCI-Expanded Q4
Prof. Dr. ERTAN SAİT KURTAR →
Determining the factors affecting the consumer price of milk in Turkey by using regularization (elastic net) linear regression analysis
2023 ISSN: 0552-9034 SCI-Expanded Q4
Prof. Dr. MUSTAFA BAHADIR ÇEVRİMLİ →
Water stress during seedling growth: examining physiological, biochemical and agronomic dynamics in Cucumis melo
2024 ISSN: 0552-9034 SCI-Expanded Q3
Prof. Dr. ERTAN SAİT KURTAR →
Impact of integrated nutrient management on production potential of mungbean
2021 ISSN: 0552-9034 SCI Q4
Prof. Dr. ERDOĞAN EŞREF HAKKI →
Makale Bilgileri
ISSN05529034
Yayın TarihiOcak 2023
Cilt / Sayfa60 · 25-32
Scopus ID2-s2.0-85162013454
Erişim🔓 Açık Erişim
Özet
Understanding price interactions is critical for decision-making in uncertain conditions. The increasing volatility in the global prices of milk in recent years has increased the need for research on the factors affecting the price of milk. Identifying pr ice interactions is a prerequisite for understanding consumer prices of animal products, which is essential for producers, governments, and livestock-based industries. This study aims to reveal the structure of the basic and economic indicators that affect the consumer price of milk in Turkey. In this study, the time series of the monthly data for the 2010–2020 period was analyzed to examine the factors affecting the consumer price of milk in Turkey. We explained how the dependent variable of the consumer price of milk is affected by the independent variables of the producer price of milk; the price of dairy feed, corn, barley, wheat, soybean, sunflower seed meal, and dried distillers grains with solubles; dollar exchange rate; producer price index (PPI), and agricultural PPI. The regularization linear regression algorithm, a machine learning method, revealed that the parameters explained 97.8% of the variations in the consumer price of milk. According to the results obtained using the regularization linear regression algorithm, the consumer price of milk has the lowest positive correlation with sunflower seed meal (r = 0.917) and the highest positive correlation with PPI (r = 0.983). If Turkey wants to avoid excessive volatility in the consumer price of milk due to caused by macro variables, it must build an efficient price control system, which can only be accomplished by developing and implementing policies aimed at lowering prices of inputs and production expenses.
Yazarlar (8)
1
Burak Mat
ORCID: 0000-0002-0455-8736
2
Mustafa Bahadır Çevrimli
ORCID: 0000-0001-5888-242X
3
Ahmet Cumhur Akin
ORCID: 0000-0003-3732-0529
4
Mehmet Saltuk Arikan
ORCID: 0000-0003-4862-1706
5
Murat Polat
ORCID: 0000-0002-6279-0824
6
Alperen Varalan
7
Mert Demirsöz
8
Mustafa Agah Tekindal
ORCID: 0000-0002-4060-7048
Anahtar Kelimeler
Agricultural PPI
Consumer price of milk
producer price index
regularization
Kurumlar
Atatürk Üniversitesi
Erzurum Turkey
Burdur Mehmet Akif Ersoy Üniversitesi
Burdur Turkey
Firat Üniversitesi
Elazig Turkey
İzmir Kâtip Çelebi Üniversitesi
Izmir Turkey
Kastamonu University
Kastamonu Turkey
Selçuk Üniversitesi
Selçuklu Turkey
Scimago Dergi (ISSN Eşleşmesi)
Pakistan Journal of Agricultural Sciences
Q3
OA
SJR Skoru0,222
H-Index35
YayıncıPakistan Association of Advancement in Agricultural Sciences
ÜlkePakistan
Agronomy and Crop Science (Q3)
Food Science (Q3)
Soil Science (Q3)
Plant Science (Q4)
Metrikler
1
Atıf
8
Yazar
4
Anahtar Kelime