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<article xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="1.3" article-type="research-article">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">IJAR</journal-id>
      <journal-title-group>
        <journal-title>Indonesian Journal of Advanced Research</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2986-0768</issn>
      <publisher>
        <publisher-name>Formosa Publisher</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.55927/ijar.v4i9.15380</article-id>
      <title-group>
        <article-title>Production and Income Analysis of Salak Sugar Farming in District Pinrang Regency</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Sahlan</surname>
            <given-names></given-names>
          </name>
          <aff>Universitas Muhammadiyah Makassar, Makassar, Sulawesi Selatan</aff>
          <email>sahlan@unismuh.ac.id</email>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Wardah</surname>
            <given-names>Siti</given-names>
          </name>
          <aff>Universitas Muhammadiyah Makassar, Makassar, Sulawesi Selatan</aff>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Aisha</surname>
            <given-names>Suci Nur</given-names>
          </name>
          <aff>Universitas Muhammadiyah Makassar, Makassar, Sulawesi Selatan</aff>
        </contrib>
      </contrib-group>
      <pub-date pub-type="epub">
        <day>05</day>
        <month>09</month>
        <year>2025</year>
      </pub-date>
      <history>
        <date date-type="received">
          <day>19</day>
          <month>07</month>
          <year>2025</year>
        </date>
        <date date-type="rev-recd">
          <day>02</day>
          <month>08</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>04</day>
          <month>09</month>
          <year>2025</year>
        </date>
      </history>
      <volume>4</volume>
      <issue>9</issue>
      <fpage>1929</fpage>
      <lpage>1942</lpage>
      <abstract>
        <p>This study aims to determine the factors that influence the farming of sugar snake fruit (Zalacca Var. Amboinensis) and income of sugar snake fruit (Zalacca Var. Amboinensis) in Katomporang Village, Duampanua District, Pinrang Regency. The types of data collected are primary data and secondary data. The results showed that the production factors that influenced the salak sugar farming in Katomporang Village, the real effect of land area was tcount (2.955) &lt; t0.05, meaning that the larger the land area, the higher the production yield. The real influence of labor was tcount (-1.272) &gt; t0.05, meaning that if the number of workers increases, it will also affect production results. The real effect of seedlings is tcount (-1.746) &gt; t0.05, meaning that the more expensive the price of seeds, the less ability of farmers to meet the needs of salak seeds. and the real effect of fertilizer tcount (-0.070) &gt; t0.05 means that the more expensive the price of fertilizer, the less ability of farmers to meet the needs of their zalacca seeds, so that salak production will decrease. What has a real effect on the production of salak farming is the land area of 1.3862 (X1). Revenue from the production of sugar salak farming is Rp. 11,709,673/0.0032. So the average salak farming income earned by farmers is Rp. 10,530,304/0.0032, this has a great opportunity in the development of salak farming.</p>
      </abstract>
      <kwd-group>
        <kwd>Salak Sugar</kwd>
        <kwd>Production</kwd>
        <kwd>Income</kwd>
        <kwd>Receipt</kwd>
      </kwd-group>
      <permissions>
        <license>
          <ali:license_ref xmlns:ali="http://www.niso.org/schemas/ali/1.0/">http://creativecommons.org/licenses/by/4.0/</ali:license_ref>
          <license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License.</license-p>
        </license>
      </permissions>
    </article-meta>
  </front>

  <body>

<sec id="introduction">
  <title>INTRODUCTION</title>
  <p>Agriculture is one of the important elements for a country. One of
  the countries that prioritizes agriculture is Indonesia. Almost all
  regions of Indonesia are strategic areas for farming because they are
  located in the tropics. The state of Indonesia is known for its
  agricultural sector, without which the agricultural sector will make a
  country dependent on other countries.</p>
  <p>Increasing agricultural production will affect farmers, especially
  increasing farmers' income and welfare. Farmers need to be equipped
  with knowledge on how to manage agricultural products so that they
  produce income as expected. However, in reality, there are many
  problems faced by farmers, especially in terms of the lack of
  knowledge possessed by farmers and the lack of skills of farmers, so
  that it has an impact on farmers' income (Antara, 2012). Bumi
  Lasinrang, Pinrang Regency, besides being known as a rice/rice
  production center in South Sulawesi, is also famous for its Salak
  fruit production. In fact, Salak production has become one of the
  icons of plantation agriculture in this area. However, the glory of
  Salak farmers in this area is slowly fading, it occurs due to the
  large number of Salak Plants that are damaged due to frequent floods
  due to the overflow of the Saddang River.</p>
  <p>Katomporang Village, which is about 20 km north of the capital of
  Pinrang Regency, has a population of around 3015 people. This village
  has a land area of 1,150 hectares, including 1,000 hectares of rice
  fields. The rest of the land is Salak plantation. With Salak
  cultivation, in addition to defending from extinction, it is possible
  that from the current area of approximately 100 hectares, it can
  become 200 hectares.</p>
  <p>The following table is a description of salak production in Pinrang
  Regency from 2017-2021.</p>
  <disp-quote>
    <p>Table 1. Salak Plant Production in Pinrang Regency in
    2017-2021</p>
  </disp-quote>
<table-wrap>
    <label>Table 1. Salak Plant Production in Pinrang Regency in 2017-2021</label>
    <caption>
        <title>Source: Central Statistics Agency of Pinrang Regency</title>
    </caption>
    <alternatives>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Screenshot 2025-09-05 114052.png"/>
        <table frame="hsides" rules="groups">
            <thead>
                <tr>
                    <td align="center" valign="middle"><italic>Yes</italic></td>
                    <td align="center" valign="middle"><italic>Year</italic></td>
                    <td align="center" valign="middle"><italic>Salak Production (Tons)</italic></td>
                </tr>
            </thead>
            <tbody>
                <tr>
                    <td align="center">1</td>
                    <td align="center">2017</td>
                    <td align="center">11.867</td>
                </tr>
                <tr>
                    <td align="center">2</td>
                    <td align="center">2018</td>
                    <td align="center">16.901</td>
                </tr>
                <tr>
                    <td align="center">3</td>
                    <td align="center">2019</td>
                    <td align="center">7.059</td>
                </tr>
                <tr>
                    <td align="center">4</td>
                    <td align="center">2020</td>
                    <td align="center">7.050</td>
                </tr>
                <tr>
                    <td align="center">5</td>
                    <td align="center">2021</td>
                    <td align="center">4 807,03</td>
                </tr>
            </tbody>
        </table>
    </alternatives>
</table-wrap>
    <p>Based on Table 1, it can be explained that salak production data
    in Pinrang Regency over the past five years, from year to year Salak
    fruit production is erratic and in 2018 Salak Production was the
    highest at 16,901 tons, then Salak Production decreased in 2021
    which was 4,807.03 tons.</p>
    <p>Regarding the expectations of salak farmers in Katomporang
    Village, especially in Pinrang Regency, according to the Horticular
    Production Development of Seeds/Seeds (PPHBB) of the Pinrang
    Agriculture and Livestock Office, salak cultivation efforts remain a
    priority. Of course, it is prioritized for the development of the
    Salak center such as in Duampanua District, this has been</p>
    <p>proven from the development of 148,137 salak trees, it is
    expected that this plant will produce up to 296,994 trees.</p>
    <p>Pinrang is one of the leading salak producing areas in South
    Sulawesi, salak in Katamporang village is usually distributed to
    other areas including Makaasar, the turnover is also quite promising
    and can increase the income of Salak farmers.</p>
</sec>
<sec id="literature-review">
  <title>LITERATURE REVIEW</title>
  <p>Salak Sugar is a natural sugar produced from processed snake fruit
  through an extraction and cooking process, resulting in a sweetener
  with the distinctive taste of snake fruit which can be used as an
  alternative to cane sugar.</p>
</sec>
<sec id="methodology">
  <title>METHODOLOGY</title>
  <sec id="research-location-and-time">
    <title>Research Location and Time</title>
    <p>This research will be carried out for two months, from November
    to December 2022 in Katomporang Village, Duampanua District, Pinrang
    Regency, South Sulawesi Province.</p>
  </sec>
  <sec id="sample-determination-techniques">
    <title>Sample Determination Techniques</title>
    <p>The sampling method is carried out by <italic>purposive
    sampling</italic> , which is a sampling method with certain
    considerations that are considered to be representative of the
    object being studied. This sampling is based on the characteristics
    or characteristics of the population that is already known, namely
    salak farmers in Katomporang Village, Duampanua District, Pinrang
    Regency. The population in this study is the entire community that
    has salak plants, namely 750 people, by calculating the sample size
    used the Slovin formula (Sugiyono, 2007).</p>
  </sec>
  <sec id="data-type">
    <title>Data Type</title>
    <p>The data sources used in this study are Primary Data and
    Secondary Data.</p>
    <list list-type="order">
      <list-item>
        <p>Primary Data is data obtained through direct observation in
        the field and interviews with respondents who are directly
        involved in the production process of sugar salak plants in
        Katomporang Village, Duampanua District, Pinrang Regency to find
        out farmers' income.</p>
      </list-item>
      <list-item>
        <p>Secondary data is in the form of data obtained from the
        reports of village and sub-district offices as well as related
        agencies of the Agriculture and Plantation Service and the
        Central Statistics Agency to obtain information such as social
        data, population economy, and general location conditions.</p>
      </list-item>
    </list>
  </sec>
  <sec id="data-collection-methods">
    <title>Data Collection Methods</title>
    <p>The data collection method can be done in primary data
    collection, the method of data collection is as follows:</p>
    <list list-type="order">
      <list-item>
        <p>Observation</p>
      </list-item>
    </list>
    <disp-quote>
      <p>Observation is a data collection technique that has specific
      characteristics when compared to other techniques. Observation was
      carried out by</p>
      <p>looking directly at the field which was used to determine
      feasible factors supported through interviews.</p>
    </disp-quote>
    <list list-type="order">
      <list-item>
        <label>2.</label>
        <p>Interview</p>
      </list-item>
    </list>
    <disp-quote>
      <p>Interviews are a data collection technique if the researcher
      wants to conduct a preliminary study to determine the problem that
      must be researched and also if the researcher wants to know more
      about the respondents' things in depth with a small or small
      number of respondents.</p>
    </disp-quote>
    <list list-type="order">
      <list-item>
        <label>3.</label>
        <p>Questionnaire Method</p>
      </list-item>
    </list>
    <disp-quote>
      <p>Data collection whose main data source and information is
      obtained from respondents as a research sample using a
      questionnaire as a data collection instrument. Where the
      questionnaire is a method of collecting data by providing a list
      of questions to respondents to get the information needed in the
      field.</p>
    </disp-quote>
    <list list-type="order">
      <list-item>
        <label>4.</label>
        <p>Survey Methodology</p>
      </list-item>
    </list>
    <disp-quote>
      <p>The survey method is a data and information collection activity
      carried out by collecting data on some salak farmers.</p>
    </disp-quote>
  </sec>
  <sec id="data-analysis">
    <title>Data Analysis</title>
    <p>To answer the formulation of the first problem, this study uses
    the Cobb- Douglass function production analysis. Using the
    Cobb-Douglas production function in such a way that all variables
    can be analyzed so that the regression equation</p>
  </sec>
  <sec id="y-b0x1b1-.-x2b2-.-x3b3-.-x4b4.eμ">
    <title>Y = b0X1b1 . X2b2 . X3b3 . X4b4.eμ</title>
    <p>Information:</p>
    <p>Y = Production (kg) X1 = Land Area (Ha) X2 = Labor (HOK)</p>
    <p>X3 = Seed Consumption (kg) X4 = Fertilizer (kg)</p>
    <p>b0 = Intersep</p>
    <p>b1-b4 = Suspected parameter (Regression coefficient)</p>
    <p>μ = Disruptive factors</p>
    <sec id="operational-definition">
      <title>Operational Definition</title>
      <p>The operational limitations used in this study include several
      terms:</p>
      <list list-type="order">
        <list-item>
          <p>Production is an activity that is done to add value to the
          use of an object or create a new object so that it is more
          useful in meeting needs.</p>
        </list-item>
        <list-item>
          <p>Farming is a business activity carried out by the community
          allocating resources and utilizing existing resources
          effectively and efficiently to obtain high profits.</p>
        </list-item>
        <list-item>
          <p>Income is an increase in capital, it is said to be an
          income if income is balanced by capital increase which does
          not come from the income of the capital owner but is income
          from services provided to others.</p>
        </list-item>
        <list-item>
          <p>Revenue is the result of multiplying the number of products
          and the selling price of the product.</p>
        </list-item>
        <list-item>
          <p>Agribusiness expenditure is capital that is used up or
          expended in farming.</p>
        </list-item>
        <list-item>
          <p>Variable costs are costs that can change at any time
          depending on the scale of production.</p>
        </list-item>
        <list-item>
          <p>Fixed Cost is a cost that will not change at any time and
          will not run out in one production period.</p>
        </list-item>
        <list-item>
          <p>Farming income consists of the total value of agricultural
          products in a certain period of time, both sold and not
          sold.</p>
        </list-item>
        <list-item>
          <p>Farming's net income is the difference between gross income
          and gross farm expenditure. Gross expenditure of farming is
          the value of all inputs that are used up in the production
          process. But it does not include interest on the loan's
          capital.</p>
        </list-item>
      </list>
    </sec>
  </sec>
</sec>
<sec id="research-results-and-discussion">
  <title>RESEARCH RESULTS AND DISCUSSION</title>
  <sec id="respondent-identities">
    <title>Respondent Identities</title>
    <p>The identity of the respondent is information that describes the
    general situation of the respondents of the salak farming community
    who are still active. The identities of the respondents studied in
    this study include: age, education level, number of dependents of
    family members and the area of land of the respondents.</p>
  </sec>
  <sec id="respondent-age">
    <title>Respondent Age</title>
    <p>Age is a determining factor in all activities of each respondent
    to maximize the capital and labor used during the farming process.
    In agriculture, the age level is an important factor, the younger a
    person is, the more optimal the strength to work. In general, young
    farmers have greater physical endurance when compared to older
    farmers. Young farmers tend to have an easier time doing
    farming.</p>
    <p>Classification based on the age of the respondents of salak
    farmers, for more details, can be seen in Table 2.</p>
    <disp-quote>
      <p>Table 2. Classification of Salak Farmers Respondents Based on
    Age Group in Katomporang Village, Duampanua District, Pinrang
    Regency.</p>
    </disp-quote>
<table-wrap>
    <label>Table 2. Classification of Salak Farmers Respondents Based on Age Group in Katomporang Village, Duampanua District, Pinrang Regency.</label>
    <caption>
        <title>Source: Primary Data After Processing, 2023.</title>
    </caption>
    <alternatives>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Screenshot 2025-09-05 114104.png"/>
        <table frame="hsides" rules="groups">
            <thead>
                <tr>
                    <td align="center" valign="middle"><italic>No.</italic></td>
                    <td align="center" valign="middle"><italic>Age group (age)</italic></td>
                    <td align="center" valign="middle"><italic>Number of respondents (people)</italic></td>
                    <td align="center" valign="middle"><italic>Percentage (%)</italic></td>
                </tr>
            </thead>
            <tbody>
                <tr>
                    <td align="center">1.</td>
                    <td align="center">21-29</td>
                    <td align="center">1</td>
                    <td align="center">3,85</td>
                </tr>
                <tr>
                    <td align="center">2.</td>
                    <td align="center">30-38</td>
                    <td align="center">3</td>
                    <td align="center">11,53</td>
                </tr>
                <tr>
                    <td align="center">3.</td>
                    <td align="center">39-47</td>
                    <td align="center">11</td>
                    <td align="center">42,31</td>
                </tr>
                <tr>
                    <td align="center">4.</td>
                    <td align="center">48-56</td>
                    <td align="center">6</td>
                    <td align="center">23,08</td>
                </tr>
                <tr>
                    <td align="center">5.</td>
                    <td align="center">57-65</td>
                    <td align="center">4</td>
                    <td align="center">15,38</td>
                </tr>
                <tr>
                    <td align="center">6.</td>
                    <td align="center">66-74</td>
                    <td align="center">1</td>
                    <td align="center">3,85</td>
                </tr>
                <tr>
                    <td align="center" colspan="2"><bold>Sum</bold></td>
                    <td align="center">26</td>
                    <td align="center">100</td>
                </tr>
            </tbody>
        </table>
    </alternatives>
</table-wrap>
    <p>Table 2 shows that of the 26 respondents, the farmer age group in
    general around 21-29 years only has a percentage of 3.85%, the age
    group of 30-38 years with a percentage of 11.53% with a total of 3
    people while the age group of 39-47 years has a percentage of 42.31%
    with a total of 11 people, respondents aged 48- 56 have a percentage
    of 23.08% with a total of 6 people, respondents aged 57-65 who have
    a percentage of 15.38% with a total of 4 people, and respondents
    aged 66-74 have a percentage of 3.85% with 1 person. In this case,
    it shows that salak farmers have a productive age level at the age
    of 39 to 47.</p>
  </sec>
    <sec id="respondents-education-level">
      <title>Respondent's Education Level</title>
      <p>Education is very important to have for a person. A person's
      level of education certainly affects managing their business in
      salak farming to increase the amount of production and income. A
      person's level of education and income are also related to each
      other. The higher a person's education, the more knowledge and
      experience they gain so that they are able to apply it in life,
      especially in managing land. for more details, see Table 3
      below.</p>
      <disp-quote>
        <p>Table 3. Classification of the Education Level of Salak
        Farmers in Katomporang Village, Duampanua District, Pinrang
        Regency.</p>
      </disp-quote>
<table-wrap>
    <label>Table 3. Classification of the Education Level of Salak Farmers in Katomporang Village, Duampanua District, Pinrang Regency.</label>
    <caption>
        <title>Source: Primary Data After Processing, 2023</title>
    </caption>
    <alternatives>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Screenshot 2025-09-05 114112.png"/>
        <table frame="hsides" rules="groups">
            <thead>
                <tr>
                    <td align="center" valign="middle"><italic>No.</italic></td>
                    <td align="center" valign="middle"><italic>Education level</italic></td>
                    <td align="center" valign="middle"><italic>Number of respondents (people)</italic></td>
                    <td align="center" valign="middle"><italic>Percentage (%)</italic></td>
                </tr>
            </thead>
            <tbody>
                <tr>
                    <td align="center">1.</td>
                    <td align="center">SD</td>
                    <td align="center">11</td>
                    <td align="center">42,31</td>
                </tr>
                <tr>
                    <td align="center">2.</td>
                    <td align="center">SMP</td>
                    <td align="center">11</td>
                    <td align="center">42,31</td>
                </tr>
                <tr>
                    <td align="center">3.</td>
                    <td align="center">High School/Vocational School</td>
                    <td align="center">3</td>
                    <td align="center">11,54</td>
                </tr>
                <tr>
                    <td align="center">4.</td>
                    <td align="center">DIPLOMA</td>
                    <td align="center">1</td>
                    <td align="center">3,84</td>
                </tr>
                <tr>
                    <td align="center" colspan="2"><bold>Sum</bold></td>
                    <td align="center">26</td>
                    <td align="center">100</td>
                </tr>
            </tbody>
        </table>
    </alternatives>
</table-wrap>
    <p>Based on Table 3, it shows that of the 26 respondents in
    Katomporang Village, Duampanua District, Pinrang Regency, there were
    11 people who graduated from elementary school with a percentage of
    42.31% and who graduated from junior high school as many as 11
    people with a percentage of 42.31%, while for the high school
    education level there were 3 people with a percentage of 11.54% and
    respondents who had taken a DIPLOMA education as many as 1 person
    who had a percentage of 3.84%.</p>
  </sec>
  <sec id="number-of-family-members">
    <title>Number of Family Members</title>
      <p>The number of family dependents is one of the factors that
      affect household consumption patterns. The more family members,
      the more varied consumption patterns because each household member
      does not necessarily have the same taste. The number of family
      members is related to the income of salak farmers which will
      ultimately affect the consumption pattern of the</p>
      <p>household. Therefore, it is necessary to know how many
      dependents are the family members of each salak farmer. For more
      information, see Table 4.</p>
      <disp-quote>
        <p>Table 4. Classification of the Number of Dependents of
        Respondents' Family Members in Katomporang Village, Duampanua
        District, Pinrang Regency</p>
      </disp-quote>
<table-wrap>
    <label>Table 4. Classification of the Number of Dependents of Respondents' Family Members in Katomporang Village, Duampanua District, Pinrang Regency</label>
    <caption>
        <title>Source: Primary Data After Processing, 2023</title>
    </caption>
    <alternatives>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Screenshot 2025-09-05 114118.png"/>
        <table frame="hsides" rules="groups">
            <thead>
                <tr>
                    <td align="center" valign="middle"><italic>No.</italic></td>
                    <td align="center" valign="middle"><italic>Number of Family Members (orang)</italic></td>
                    <td align="center" valign="middle"><italic>Number of respondents (people)</italic></td>
                    <td align="center" valign="middle"><italic>Percentage (%)</italic></td>
                </tr>
            </thead>
            <tbody>
                <tr>
                    <td align="center">1.</td>
                    <td align="center">2-3</td>
                    <td align="center">13</td>
                    <td align="center">50</td>
                </tr>
                <tr>
                    <td align="center">2.</td>
                    <td align="center">4-5</td>
                    <td align="center">11</td>
                    <td align="center">42,31</td>
                </tr>
                <tr>
                    <td align="center">3.</td>
                    <td align="center">6-7</td>
                    <td align="center">2</td>
                    <td align="center">7,69</td>
                </tr>
                <tr>
                    <td align="center" colspan="2"><bold>Sum</bold></td>
                    <td align="center">26</td>
                    <td align="center">100</td>
                </tr>
            </tbody>
        </table>
    </alternatives>
</table-wrap>
    <p>Based on table 4, it shows that the number of dependents of
    family members from 26 respondents, who have the number of
    dependents of 2-3 family members with a percentage of 50% and the
    number of dependents of family members 4-5 people with a percentage
    of 42.31% while those who have dependents of family members as many
    as 6-7 people with a percentage of 7.69%. It can be concluded that
    the number of dependents of family members has a fairly small
    consumption so that the income of salak farmers can increase.</p>
  </sec>
  <sec id="respondents-land-area">
      <title>Respondent's Land Area</title>
      <p>The area of agricultural land will affect the scale of the
      business. With the availability of land Proper claims for farmers
      means that the potential of the land on site can increase income
      if the development is more effective, as the field of work of
      farmers affects farmers' activities and their agricultural
      productionfor more details can be seen in the following Table
      5:</p>
      <disp-quote>
        <p>Table 5. Respondent Land Area in Katomporang Village, Duampanua District, Pinrang Regency</p>
      </disp-quote>
<table-wrap>
    <label>Table 5. Respondent Land Area in Katomporang Village, Duampanua District, Pinrang Regency</label>
    <caption>
        <title>Source: Primary Data After Processing, 2023</title>
    </caption>
    <alternatives>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Screenshot 2025-09-05 114125.png"/>
        <table frame="hsides" rules="groups">
            <thead>
                <tr>
                    <td align="center" valign="middle"><italic>No.</italic></td>
                    <td align="center" valign="middle"><italic>Land Area (Ha)</italic></td>
                    <td align="center" valign="middle"><italic>Number (People)</italic></td>
                    <td align="center" valign="middle"><italic>Percentage (%)</italic></td>
                </tr>
            </thead>
            <tbody>
                <tr>
                    <td align="center">1.</td>
                    <td align="center">0,20-0,30</td>
                    <td align="center">17</td>
                    <td align="center">65,38</td>
                </tr>
                <tr>
                    <td align="center">2.</td>
                    <td align="center">0,40-0,50</td>
                    <td align="center">7</td>
                    <td align="center">26,92</td>
                </tr>
                <tr>
                    <td align="center">3.</td>
                    <td align="center">0,60-0,70</td>
                    <td align="center">2</td>
                    <td align="center">7,69</td>
                </tr>
                <tr>
                    <td align="center" colspan="2"><bold>Sum</bold></td>
                    <td align="center">26</td>
                    <td align="center">100</td>
                </tr>
            </tbody>
        </table>
    </alternatives>
</table-wrap>
    <p>Based on table 5, it shows that the respondent farmer has a land
    area of 0.20-0.30 ha, has 17 respondents with a percentage of
    65.38%, a land area of 0.40-</p>
    <p>0.50 ha, the number of respondents is 7 people with a percentage
    of 26.92% and a land area of 0.60-0.70 ha has a number of 2
    respondents with a percentage of 7.69%.</p>
  </sec>
  <sec id="respondents-experience-in-farming">
    <title>Respondents' Experience in Farming</title>
      <p>In addition to education, farming experience also affects
      success in the agricultural process. Farmers who have been working
      for a long time have more experience compared to farmers who have
      just worked, which means that farmers who have been working for a
      long time will find it easier to accept new innovations, for more
      details can be seen in the following Table 6:</p>
      <disp-quote>
        <p>Table 6. Experience in Salak Farming in Katomporang Village, Duampanua District, Pinrang Regency</p>
      </disp-quote>
<table-wrap>
    <label>Table 6. Experience in Salak Farming in Katomporang Village, Duampanua District, Pinrang Regency</label>
    <caption>
        <title>Source: Primary Data After Processing, 2023</title>
    </caption>
    <alternatives>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Screenshot 2025-09-05 114131.png"/>
        <table frame="hsides" rules="groups">
            <thead>
                <tr>
                    <td align="center" valign="middle"><italic>No.</italic></td>
                    <td align="center" valign="middle"><italic>Farming Experience (Years)</italic></td>
                    <td align="center" valign="middle"><italic>Number (People)</italic></td>
                    <td align="center" valign="middle"><italic>Percentage (%)</italic></td>
                </tr>
            </thead>
            <tbody>
                <tr>
                    <td align="center">1.</td>
                    <td align="center">3-9</td>
                    <td align="center">2</td>
                    <td align="center">7,69</td>
                </tr>
                <tr>
                    <td align="center">2.</td>
                    <td align="center">10-16</td>
                    <td align="center">2</td>
                    <td align="center">7,69</td>
                </tr>
                <tr>
                    <td align="center">3.</td>
                    <td align="center">17-23</td>
                    <td align="center">9</td>
                    <td align="center">34,62</td>
                </tr>
                <tr>
                    <td align="center">4.</td>
                    <td align="center">24-30</td>
                    <td align="center">8</td>
                    <td align="center">30,77</td>
                </tr>
                <tr>
                    <td align="center">5.</td>
                    <td align="center">31-37</td>
                    <td align="center">2</td>
                    <td align="center">7,69</td>
                </tr>
                <tr>
                    <td align="center">6.</td>
                    <td align="center">38-44</td>
                    <td align="center">3</td>
                    <td align="center">11,54</td>
                </tr>
                <tr>
                    <td align="center" colspan="2"><bold>Sum</bold></td>
                    <td align="center">26</td>
                    <td align="center">100</td>
                </tr>
            </tbody>
        </table>
    </alternatives>
</table-wrap>
    <p>Based on table 6, it shows that the respondent farmers have 3-9
    years of salak farming experience with a total of 2 people and have
    a percentage of 7.69%, 10-16 years of 2 people with a percentage of
    7.69%, 17-23 years of farming experience with 9 people with a
    percentage of 34.62%, 24-30 years with a total of 8 people with a
    percentage of 30.77%, 31-37 years old amounted to 2 people with a
    percentage of 7.69%, and 38-44 years of farming experience amounted
    to 3 people who had a percentage of 11.54%.</p>
  </sec>
  <sec id="factors-affecting-salak-farming-production">
    <title>Factors Affecting Salak Farming Production</title>
      <p>This study discusses what factors affect salak production with
      regression analysis, while the factors that affect are land area
      (X1), labor (X2), seeds (X3), and fertilizer (X4).</p>
      <p>The results of the analysis of the factors that affect the
      production of salak can be seen in table 7.</p>
      <disp-quote>
        <p>Table 7. Results of Regression Analysis of Factors Affecting
        Production in Katomporang Village, Duampanua District, Pinrang
        Regency</p>
      </disp-quote>
<table-wrap>
    <label>Table 7. Results of Regression Analysis of Factors Affecting Production in Katomporang Village, Duampanua District, Pinrang Regency</label>
    <caption>
        <title>Source: Primary Data After Processing, 2023</title>
    </caption>
    <alternatives>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Screenshot 2025-09-05 114141.png"/>
        <table frame="hsides" rules="groups">
            <thead>
                <tr>
                    <td align="center" valign="middle"><italic>Variabel</italic></td>
                    <td align="center" valign="middle"><italic>Coeficin</italic></td>
                    <td align="center" valign="middle"><italic>t-count</italic></td>
                    <td align="center" valign="middle"><italic>Itself.</italic></td>
                </tr>
            </thead>
            <tbody>
                <tr>
                    <td>Land Dump (X1)**</td>
                    <td align="center">1,917</td>
                    <td align="center">2,955</td>
                    <td align="center">0,008</td>
                </tr>
                <tr>
                    <td>Workforce (X2) NS</td>
                    <td align="center">-0,378</td>
                    <td align="center">-1,272</td>
                    <td align="center">0,21</td>
                </tr>
                <tr>
                    <td>Bibit (X3) NS</td>
                    <td align="center">-0,719</td>
                    <td align="center">-1,746</td>
                    <td align="center">0,09</td>
                </tr>
                <tr>
                    <td>Pupuk (X4) NS</td>
                    <td align="center">-0,048</td>
                    <td align="center">-0,070</td>
                    <td align="center">0,94</td>
                </tr>
                <tr>
                    <td>Konstanta</td>
                    <td align="center">14,927</td>
                    <td/>
                    <td/>
                </tr>
                <tr>
                    <td colspan="2">Coefficient of Determination (R<sup>2</sup>)</td>
                    <td align="center">0,85</td>
                    <td/>
                </tr>
                <tr>
                    <td colspan="2">F-Count</td>
                    <td align="center">36,023</td>
                    <td/>
                </tr>
            </tbody>
            <tfoot>
                <tr>
                    <td colspan="4">*) : Significant (a = 1%)</td>
                </tr>
                <tr>
                    <td colspan="4">**) : Significant (a = 5%)</td>
                </tr>
                <tr>
                    <td colspan="4">*) : Significant (a = 10%)</td>
                </tr>
                <tr>
                    <td colspan="4">Ns : Not Signifikan</td>
                </tr>
            </tfoot>
        </table>
    </alternatives>
</table-wrap>
    <p>From the results of statistical analysis, the 𝑅<sup>2</sup> by
    0.85 which means that the variable of salak production can be
    explained 85% by the variables of land area, labor, seeds, and
    fertilizer. While the remaining 15% is explained by other variables
    that are not included in the regression model.</p>
    <p>The results of the F test showed a Fcal value of 36.023 &gt;
    Ftable 2.84, which means that salak production in Katomporang
    Village, Duampanua District, Pinrang Regency is directly and
    indirectly influenced by factors of land area, labor, seeds, and
    fertilizers.</p>
    <p>The results of the t-test and regression analysis can show what
    production factors have a real effect and the level of their
    influence on the production needs of salak in Katomporang Village,
    Duampanua District, Pinrang Regency. Based on the results of the
    t-test and regression analysis in table 10, it is known that the
    factors of land area, labor, seeds, and fertilizers have a real and
    intangible effect on salak production.</p>
    <p>The real influence of land area on salak production in
    Katomporang Village, Duampanua District, Pinrang Regency is shown by
    the tcal value (2.955)</p>
    <p>&lt; t0.05, which means that the larger the land area, the more
    production will increase.</p>
    <p>The real influence of labor on salak production in Katomporang
    Village, Duampanua District, Pinrang Regency is indicated by the
    tcount (-1.272) &gt; t0.05, which means that if the number of
    workers increases, it will also affect the production results.</p>
    <p>The real influence of seeds on salak production in Katomporang
    Village, Duampanua District, Pinrang Regency is shown by the tcal
    value (-1.746) &gt; t0.05, which means that the more expensive the
    price of seeds, the less ability farmers will be able to meet the
    needs of their salak seeds.</p>
    <p>The real influence of fertilizer on salak production in
    Katomporang Village, Duampanua District, Pinrang Regency is shown by
    the tcal value (-0.070)</p>
    <p>&gt; t0.05, which means that the more expensive the fertilizer
    price, the less able farmers will be able to meet the needs of their
    salak seeds, so that there will be a decrease in salak
    production.</p>
  </sec>
  <sec id="production-cost-of-salak-plants">
    <title>Production Cost of Salak Plants</title>
      <p>Production costs in salak farming are costs incurred in
      farmers' business activities for one year. The cost of production
      is very decisive from the farming activities carried out because
      this affects the income obtained by farmers. If the costs incurred
      are too large and the income is small, the business is not
      profitable. The cost factor in salak farming is one of the factors
      that needs attention for every</p>
      <p>business actor or economic actor. The production costs of salak
      farming in Katomporang Village, Duampanua District, Pinrang
      Regency.</p>
  </sec>
  <sec id="fixed-fees">
    <title>Fixed Fees</title>
      <p>Fixed costs are costs incurred by farmers whose nature remains
      independent of the size of production or in other words, the
      amount of this cost is not affected by the increase or decrease in
      the amount produced. The fixed cost component incurred in salak
      farming in Katomporang Village, Duampanua District, Pinrang
      Regency consists of equipment depreciation costs and taxes. The
      magnitude of each component of fixed costs can be seen in table
      8.</p>
      <disp-quote>
        <p>Table 8. Average Fixed Cost of Salak Farming in Katomporang
        Village, Duampanua District, Pinrang Regency.</p>
      </disp-quote>
<table-wrap>
    <label>Table 8. Average Fixed Cost of Salak Farming in Katomporang Village, Duampanua District, Pinrang Regency.</label>
    <caption>
        <title>Source: Primary Data After Processing, 2023</title>
    </caption>
    <alternatives>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Screenshot 2025-09-05 114149.png"/>
        <table frame="hsides" rules="groups">
            <thead>
                <tr>
                    <td align="center" valign="middle"><italic>Yes</italic></td>
                    <td align="center" valign="middle"><italic>Fixed Cost Component</italic></td>
                    <td align="center" valign="middle"><italic>Fixed Cost Value (Rp)</italic></td>
                </tr>
            </thead>
            <tbody>
                <tr>
                    <td align="center">1.</td>
                    <td>Equipment Depreciation</td>
                    <td/>
                </tr>
                <tr>
                    <td/>
                    <td>a. Sickle</td>
                    <td align="center">29.423</td>
                </tr>
                <tr>
                    <td/>
                    <td>b. Machete</td>
                    <td align="center">17.509</td>
                </tr>
                <tr>
                    <td/>
                    <td>Sum</td>
                    <td align="center">46.932</td>
                </tr>
                <tr>
                    <td align="center">2.</td>
                    <td>Tax</td>
                    <td align="center">50.769</td>
                </tr>
                <tr>
                    <td align="center" colspan="2"><bold>Total Fixed Fee (Rp)</bold></td>
                    <td align="center"><bold>97.701</bold></td>
                </tr>
            </tbody>
        </table>
    </alternatives>
</table-wrap>
    <p>Based on Table 8, it shows that the depreciation of equipment in
    salak farming obtained the average cost of depreciation of tools in
    salak farming of Rp. 46,932. The tax imposed on salak farming with
    an average cost of Rp. 50,769. The total fixed costs can be obtained
    from the cost of salak farming plus the total costs of fixed value
    incurred by the respondent. The total fixed costs incurred by the
    respondents of salak farmers are Rp. 97,701, this is because the
    ownership of salak business land is still relatively small, so the
    taxes issued are also small.</p>
  </sec>
  <sec id="variable-costs">
    <title>Variable Costs</title>
      <p>Variable costs are expenses that are closely related to
      production activities. The variable costs incurred by respondents
      in salak farming in Katomporang Village, Duampanua District,
      Pinrang Regency are the cost of fertilizers, seedlings and labor.
      For more details, see table 9.</p>
      <disp-quote>
        <p></p>Table 9. Total Variable Costs of Salak Farming in Katomporang
        Village, Duampanua District, Pinrang Regency.
      </disp-quote>
<table-wrap>
    <label>Table 9. Total Variable Costs of Salak Farming in Katomporang Village, Duampanua District, Pinrang Regency.</label>
    <caption>
        <title>Source: Primary Data After Processing, 2023</title>
    </caption>
    <alternatives>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Screenshot 2025-09-05 114156.png"/>
        <table frame="hsides" rules="groups">
            <thead>
                <tr>
                    <td align="center" valign="middle"><italic>Yes</italic></td>
                    <td align="center" valign="middle"><italic>Variable Cost Components</italic></td>
                    <td align="center" valign="middle"><italic>Variable Cost Value (Rp)</italic></td>
                </tr>
            </thead>
            <tbody>
                <tr>
                    <td align="center">1.</td>
                    <td>Seed</td>
                    <td align="center">44.029</td>
                </tr>
                <tr>
                    <td align="center">2.</td>
                    <td>Urea Fertilizer</td>
                    <td align="center">411.538</td>
                </tr>
                <tr>
                    <td align="center">3.</td>
                    <td>Pupuk Phonska</td>
                    <td align="center">168.269</td>
                </tr>
                <tr>
                    <td align="center">4.</td>
                    <td>Workforce</td>
                    <td align="center">455.769</td>
                </tr>
                <tr>
                    <td align="center" colspan="2"><bold>Variable Cost Amount (Rp)</bold></td>
                    <td align="center"><bold>1.079.605</bold></td>
                </tr>
            </tbody>
        </table>
    </alternatives>
</table-wrap>
    <p>Seeds are the forerunners of plants that have stems and leaves
    instead of seeds, which have gone through the seeding process and
    are ready to be transplanted to a larger medium. The total seeds
    used by the respondent farmers in Katomporang village, Duampanua
    District, Pinrang Regency were 13,737 seeds with an average use of
    528 seeds.</p>
    <p>Fertilizer is a material used to change the physical, chemical or
    biological properties of the soil so that it becomes better for
    plant growth. The fertilizer used by the respondent farmers in
    Katomporang Village, Duampanua District, Pinrang Regency is Urea
    (Nitrogen). The total use of Urea fertilizer from 26 respondents was
    2,670 kg each with an average use of Urea fertilizer/person of 102
    Kg.</p>
    <p>Phonska fertilizer is a material used to change the physical,
    chemical or biological properties of the soil so that it becomes
    better for plant growth. The fertilizer used by the respondent
    farmers in Katomporang Village, Duampanua District, Pinrang Regency
    is phonska (Phospat and Potassium). The total use of Phonska
    fertilizer from 26 respondents was 875 kg each with an average use
    of Phonska fertilizer/person of 34 Kg.</p>
    <p>The average wage of labor is the return for services received by
    labor used in maintenance and harvesting, in this case labor in the
    family. The average wage for workers is Rp. 455,769.</p>
    <p>The total variable cost is obtained from the result of the total
    cost of salak farming. The total cost incurred can be seen on
    average, which is IDR 1.079.605/0,0032.</p>
  </sec>
  <sec id="receipt-of-production-results">
    <title>Receipt of Production Results</title>
      <p>Revenue is the result of multiplying the number of products and
      the selling price of the product. The total revenue from Salak
      farming carried out by respondent farmers is Rp.
      304,451,507/0.0032. Meanwhile, the average revenue in Salak
      farming is IDR 11,709,673/0.0032. The difference in the size of
      income at each scale of land ownership is due to the difference in
      the size of the salak population planted by each farmer. This
      shows that the acceptance of each respondent varies depending on
      the number of salak plant populations owned by each farmer.</p>
  </sec>
  <sec id="salak-farming-income">
    <title>Salak Farming Income</title>
      <p>Net income or operating profit is obtained from the difference
      between total revenue and total expenses. Revenue is the
      difference between total revenue and total costs incurred in
      running a business. Income in salak farming is obtained from the
      results of salak business revenues minus the total costs incurred
      for one year. It is stated that the income of the farmer is the
      difference between the income and all the expenses incurred during
      the course of carrying out his business activities. As for the
      amount of income of farmers in Salak farming in Katomporang
      Village, Duampanua District, Pinrang Regency, more details can be
      seen in table 10.</p>
      <disp-quote>
        <p>Table 10. Average Income, Total Cost and Income of Salak
        Farming in Katomporang Village, Duampanua District, Pinrang
        Regency</p>
      </disp-quote>
<table-wrap>
    <label>Table 10. Average Income, Total Cost and Income of Salak Farming in Katomporang Village, Duampanua District, Pinrang Regency</label>
    <caption>
        <title>Source: Primary Data After Processing, 2022</title>
    </caption>
    <alternatives>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Screenshot 2025-09-05 114203.png"/>
        <table frame="hsides" rules="groups">
            <thead>
                <tr>
                    <td align="center" valign="middle"><italic>No.</italic></td>
                    <td align="center" valign="middle"><italic>Description</italic></td>
                    <td align="center" valign="middle"><italic>Per Planting Season (Rp)</italic></td>
                </tr>
            </thead>
            <tbody>
                <tr>
                    <td align="center">1.</td>
                    <td>Acceptance</td>
                    <td/>
                </tr>
                <tr>
                    <td/>
                    <td>- Production (kg)</td>
                    <td align="center">13.237</td>
                </tr>
                <tr>
                    <td/>
                    <td>- Price (Rp)</td>
                    <td align="center">23.000</td>
                </tr>
                <tr>
                    <td/>
                    <td>- Amount (Rp)</td>
                    <td align="center">11.709.673</td>
                </tr>
                <tr>
                    <td align="center">2.</td>
                    <td>a. Variable Costs</td>
                    <td/>
                </tr>
                <tr>
                    <td/>
                    <td>- Seed</td>
                    <td align="center">44.029</td>
                </tr>
                <tr>
                    <td/>
                    <td>- Urea Fertilizer</td>
                    <td align="center">411.538</td>
                </tr>
                <tr>
                    <td/>
                    <td>- Pupuk Phonska</td>
                    <td align="center">168.269</td>
                </tr>
                <tr>
                    <td/>
                    <td>- Workforce</td>
                    <td align="center">455.769</td>
                </tr>
                <tr>
                    <td/>
                    <td>Variable Cost Amount</td>
                    <td align="center">1.079.605</td>
                </tr>
                <tr>
                    <td/>
                    <td>b. Fixed Fees</td>
                    <td/>
                </tr>
                <tr>
                    <td/>
                    <td>- Equipment</td>
                    <td align="center">46.932</td>
                </tr>
                <tr>
                    <td/>
                    <td>- Tax</td>
                    <td align="center">50.769</td>
                </tr>
                <tr>
                    <td/>
                    <td>Amount of Fixed Fees</td>
                    <td align="center">97.701</td>
                </tr>
                <tr>
                    <td align="center" colspan="2"><bold>Total Cost (a+b)</bold></td>
                    <td align="center"><bold>1.177.306</bold></td>
                </tr>
                <tr>
                    <td align="center">3.</td>
                    <td>Income</td>
                    <td align="center">10.530.304</td>
                </tr>
            </tbody>
        </table>
    </alternatives>
</table-wrap>
    <p>Based on Table 10, it shows that income in salak farming is
    obtained from the difference between revenue and production costs.
    The average income in Salak farming is IDR 10,530,304/0.0032.</p>
  </sec>
</sec>
<sec id="conclusion">
  <title>CONCLUSION</title>
  <p>Based on the results of the research on Salak Farming Production
  and Income in Katomporang Village, Duampanua District, Pinrang
  Regency, it can be concluded that:</p>
  <list list-type="order">
    <list-item>
      <p>The factors that affect the production of salak farming are
      land area, labor, seeds, and fertilizers. The real effect on the
      production of salak farming is the land area of 1.3862 (X1).</p>
    </list-item>
    <list-item>
      <p>The average income of salak farming obtained by farmers in
      Katomporang Village, Duampanua District, Pinrang Regency is Rp.
      10,530,304/0.0032. This has a great opportunity in the development
      of salak farming.</p>
    </list-item>
  </list>
</sec>
<sec id="recommendation">
  <title>RECOMMENDATION</title>
  <list list-type="order">
    <list-item>
      <p>For farmers, they must further increase their productivity in
      order to manage land properly so that they can increase farmers'
      production and income.</p>
    </list-item>
    <list-item>
      <p>For the government, it is hoped that it can pay more attention
      to the welfare of farmers with various policies such as the
      distribution of</p>
    </list-item>
  </list>
  <disp-quote>
    <p>fertilizers and seeds, at stable prices so that it does not make
    it difficult for farmers to obtain fertilizers and seeds.</p>
  </disp-quote>
</sec>
<sec id="advanced-research">
  <title>ADVANCED RESEARCH</title>
  <p>Considering the results of this study, further research is needed
  to gain a deeper and broader understanding of salak farming in
  Katomporang Village and other regions. Future studies should examine
  additional factors that may influence production, such as irrigation
  systems, pest and disease control, farmers’ skills and experience, as
  well as access to agricultural technology and extension services. It
  would also be valuable to conduct comparative research across
  different areas to identify regional variations that may affect
  productivity and income levels. In addition, future research could
  focus on the economic and marketing aspects of salak farming,
  including post-harvest handling, distribution channels, and market
  access, which are crucial for improving farmers’ income and ensuring
  sustainability. An in-depth economic feasibility analysis related to
  profitability, investment opportunities, and long-term development
  potential would provide a stronger foundation for policy and
  decision-making. Moreover, attention should be given to environmental
  sustainability by analyzing the impacts of farming practices on soil
  fertility and ecological balance, as well as promoting sustainable
  methods to support the long- term development of salak farming.</p>
</sec>








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