Red Meat Production Forecast and Policy Recommendations in Line with 2023 Targets in Turkey

There is a certain delay between the manufacturers due to red meat production decisions, give producers in price compared to the previous year, the production decision, this situation leads to a surge in the amount of consumption of red meat and red meat prices. Individuals in a balanced diet, especially red meat consumption, are considered to be of great importance to supply and economic development criteria. An economic variable values will be in the future, according to the cyclical state of the economy, always involves uncertainty. This uncertainty also applies to the red meat production. In this study, consumption of red meat to Turkey for estimation, Box-Jenkins forecasting models are used. Between the years 2016-2023 red meat production forecasts are made regarding Turkey in the framework of this model. In line with the objectives of 2023, Turkey to increase the consumption of red meat, is given to policy proposals.


Introduction
A balanced diet, all sorts of nutrients the body needs to consume enough.The foods including vegetable and animal foods are divided into two main groups, especially red meat consumption of animal foods, balanced diet and is of great importance for human health.In fact, the annual per capita meat consumption in the country is considered as a development criterion.
Turkey is a country with geography and climatic conditions suitable for the production of red meat.However, the livestock farming sector, particularly in support always remained in the background.The share of animal husbandry in agricultural production in most developed countries is over 50%.In Turkey, this ratio is around 25% (Ören, Bahadır, 2005:1).
Until the 1980s, the existence of very advanced and animal husbandry in Turkey has increased steadily.However, after the 1980s, the wrong agricultural policy and began to decline with the increase in the cost of livestock sector.Since 2000, however, thanks to state support and incentives has been a considerable increase in the number of large-scale breeding facilities (Livestock Sector Report, 2013: 14)."In the 2000s "Agricultural Reform Implementation Project" has been radical changes in agricultural policy.During this period, Turkey solve the problems found in the animal and to develop the livestock sector, Agriculture and Rural Affairs Ministry prepared and will support program covering the years 2000-2004 "About Animal Supporting The Decree" was put into practice.With the start of EU negotiations study Turkish livestock sector is considered a strategic approach.In order to establish a strong structure of the livestock sector "Livestock Master Plan and Strategy for 2005-2013" has been prepared.About Supporting Animal Ministerial Decree (2005/8503) 24/02/2005, published in Official Gazette numbered 25737 and entered into force.With strategy, goals and livestock support tools have been put forward.It will be implemented with the support of the livestock sub-sector, intended to increase the number of specialized livestock operations ( Anonim, 2011:12).
On 24 January 1980, meat and animal products are excluded from the scope in order to support economic measures.Partially 1992 meat and fish Institution (MKI), Turkey Milk Industry Association (MIA) and Feed Industry (FEEM-IND) is fully customizable.On April 5, 1994 economic stabilization program began to be implemented.In March 1996, it appeared Mad Cow Disease.It has experienced an economic crisis in 2001.On 30 April 2010 it was allowed to import.All these developments have affected the livestock sector negatively (Aydın et al., 2011:5).
Red meat production is mainly mountainous cattle and ovine in Turkey.Red meat; cattle are mainly of cattle and Buffalo is derived from.Still red meat; small cattle is of is obtained from sheep and goats.The following Table 1.Turkey red meat production numbers are given according to animal species.Referring to Table 1.buffalo meat production has shown a downward trend from 1991 until 2015.Beef production increased nearly 3 times.Goat meat production has increased by about 1. 5 times.The mutton production declined approximately 1. 3. Source: TUİK "Considering supports livestock being implemented in Turkey; the share of support farming supports about 15% of the total.
In recent years, the increase in the share of total support and that support livestock varied supports applied, is remarkable.the highest share in the support for livestock, fodder plants is about 50% ( Anonim, 2011:12).
Red meat prices in Turkey; It is influenced by several factors directly or indirectly.Direct related factors; feed material, feed and labor expenses.Factors affecting indirectly; animal species, substitute products (sheep and goat meat, beef) prices, import or export status, the presence of state intervention, livestock support, interest rates, instability in milk prices, consumer demand, consumer preferences (Cevger and Sakarya, 2006:1).
The economic crisis and the measures taken place in Turkey; Red meat prices negatively affected.Stopping the import of animals and increasing amounts of red meat production; Turkey will make the red meat prices remain stable.The following Table 2 shows the red meat prices in Turkey according to animal species.Source: TUİK First objective of the study is to make Turkey the 2015-2023 period meat production forecasts.The second objective is in line with its targets in 2023, Turkey decided to place the policy recommendations for increasing the production of red meat.

Literature review
In the world and Turkey, there are studies on red meat production estimate.Günaydın G., (2007) works; European Union accession process of Turkey has tried to analyze the potential impact on the livestock sector under various future predictions (Günaydın, 2007).Koç A. A. (1995) works; for supply of red meat derived from cattle and sheep for Turkey it has established a separate supply models (Koç, 1995).Yavuz F., Zulauf C. R., (2001) works; the actual amount of red meat production forecast based on the assumption that Turkey is far below, have developed a method to predict (Yavuz ve Zulauf, 2001).Dastagiri (2004) works; delayed models using animal products has made the supply and demand forecasts until 2020 under different scenarios (Dastagırı, 2004).Çelik Ş., (2012) works; Turkey's 1936-2011 forecasts made by red meat production data with the Box-Jenkins method until 2020 (Çelik, 2012).

Methodology
In this study; Time series analysis method is used.A variable values occur in the observation time of the event or the object, are the time series.Time series analysis methods to build statistical models using historical values and estimates of future observations with this model (Ihaka, 2006:1).
One of the methods commonly used in time series analysis method is the Box-Jenkins.Box-Jenkins method; It is applied to the discrete and linear stochastic processes.The basis of this method is based on the paradigm of ARIMA.Method to get a stable result of whether or general acceptance, recognition possibility to model any time you include or not include seasonal series elements and is easily implemented with the help of an econometric software package (Maddala, 1998:17).
Auto Regressive (AR), Moving Average (MA), Autoregressive-Moving Average (ARMA) and Autoregressive Integrated Moving Average (ARIMA) are Box-Jenkins prediction models.AR (p), MA (q) and combinations thereof, which ARMA (p, q) models were applied to stationary processes, ARIMA (p, d, q) models are applied to non-stationary process.
The stationary time series; mean and variance does not change over time.Covariance between the two periods; This covariance are not calculated in the period depends on the distance between the two periods only.
ARIMA (p, d, q) Models: When stationary time series; AR (p), MA (q) and ARMA (p,q) which is available to suit the model.But in real life, most of the time series is non-stationary (Sevüktekin and Nargeleçekenler, 2010:173).Immobilized to the non-stationary time series, which is made by taking the difference.In this case the model, ARIMA (p,d,q) is expressed."d" is the series stabilizing parameters, that is the differentiation parameter (Brooks, 2008: 233).

Analysis
In this part of the study, between the years 1994-2015, the Turkey meat production, with time series analysis, predictive values were obtained until 2023.Using Box-Jenkins methods, modeling was conducted.Time series analysis application for, Eviews software package is used.Variable graph was drawn to start the analysis.To determine the stability of the series, it is moved to the stage of determining the most appropriate model.Because it has a linear train of red meat production series, ARIMA (0,1,1) model was preferred.The estimation results are given in Table 5.

Conclusions
In this study, the 2016-2023 period of Turkey red meat production predictions were made by analysis of time series.A graph of the variables are obtained.For the unit root test, generalized Dickey-Fuller (ADF) test and the Phillips-Perron (PP) test was used, it was taken into stasis.The first differences of the series, has become stagnant.The correlation of variables (ACF) and autocorrelation (PACF) graphs have been obtained.Akaike information criterion (AIC) and Schwarz information criterion (SC), the smallest of such information criterion, ARIMA (0,1,1) model, has been identified as the most suitable model.Turkey for the period 2016-2023 the predictive value of red meat production was obtained.The results obtained from this study, 8-year predictive values are given in the table below.Red meat production, as seen in the Table 6, in line with the 2023 targets will continue to increase as.

Figure 4 :
Figure 4: Red Meat Production Facts and Projections Series Turkey's 2023 target is composed of 63 items.6 of these substances covers economic goals.Reduced to 5 percent unemployment, Of interregional disparities, be reduced to an acceptable level, The eradication of poverty and to minimize the imbalance in income distribution, The participation of women in the labor force, 38 percent of the removal, 15 thousand

Table 2 : Turkey Meat Prices (1994-2014) (kg/TL)
Movement of the Red Meat Production SeriesTime series is not stationary, it was immobilized for taking the difference of the first degree.Unit root test is done to look at the stability of the statistical time series.According to the table, because it is smaller than the critical value for the ADF test statistics, the series does not contain unit roots.That series is stationary.

2015 Red Meat Production Real Series 2016-2023 Red Meat Production Forecast Series
Before the prediction phase, autocorrelation and heteroscedasticity tests are performed.According to the autocorrelation of the test results is not a problem of autocorrelation in the error term, it is seen.Changing according to the variance test, that there is heteroscedasticity problem has been observed.1994-2015wereestimatedfortheoriginal series and is shown in Figure2.2016-2023termpredictionseries is shown in Figure3.Red meat production forecasts and the actual series, as shown in Figure4.