{"id":76252,"date":"2024-03-16T16:04:26","date_gmt":"2024-03-16T09:04:26","guid":{"rendered":"https:\/\/www.hashmicro.com\/id\/blog\/?p=76252"},"modified":"2025-11-05T10:18:17","modified_gmt":"2025-11-05T03:18:17","slug":"mengenal-metode-forecasting-dan-manfaatnya-bagi-perusahaan-anda","status":"publish","type":"post","link":"https:\/\/www.hashmicro.com\/id\/blog\/mengenal-metode-forecasting-dan-manfaatnya-bagi-perusahaan-anda\/","title":{"rendered":"Mengenal Metode Forecasting dan Manfaatnya bagi Perusahaan Anda"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Perusahaan sering berhadapan dengan berbagai permasalahan tidak terprediksi, seperti fluktuasi permintaan pasar, perubahan tren konsumen, hingga ekonomi yang tidak stabil. Permasalahan ini dapat menyebabkan kesulitan dalam merencanakan produksi, mengatur persediaan, hingga pengambilan keputusan bisnis. Oleh karenanya, perlu adanya metode <\/span><span style=\"font-weight: 400;\">forecasting <\/span><span style=\"font-weight: 400;\">untuk membantu mengambil keputusan yang tepat.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dengan menggunakan metode <\/span><span style=\"font-weight: 400;\">forecasting<\/span><span style=\"font-weight: 400;\">, perusahaan dapat memperkirakan permintaan konsumen, merencanakan produksi, mengatur persediaan, hingga meningkatkan efisiensi dan efektivitas operasional. Simak uraian di bawah ini untuk penjelasan lebih lengkap tentang metode <\/span><span style=\"font-weight: 400;\">forecasting<\/span><span style=\"font-weight: 400;\">!<\/span><\/p>\n<table style=\"border-collapse: collapse; background-color: #fffacd; box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1); border-radius: 25px 25px 25px 25px;\" width=\"100%\">\n<tbody>\n<tr>\n<td style=\"padding: 15px; border: none;\">\n<h3 style=\"margin-bottom: 10px;\"><span style=\"background-color: #8a0e19; color: #ffffff; padding: 5px;\"><b>Key Takeaways<\/b><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"#adalah\">Metode forecasting adalah<\/a> teknik untuk memperkirakan fenomena bisnis di masa depan berdasarkan data historis dan tren yang ada.<\/li>\n<li aria-level=\"1\"><a href=\"#manfaat\">Manfaat forecasting adalah<\/a> membantu perusahaan memprediksi permintaan, mengatur stok, dan menjaga stabilitas keuangan agar operasional bisnis lebih efisien.<\/li>\n<li aria-level=\"1\"><a href=\"#pola\">Pola data produk mencakup<\/a> perubahan permintaan musiman, tren, siklus, dan acak yang membantu menentukan metode forecasting yang tepat.<\/li>\n<li aria-level=\"1\">Metode forecasting pada <a href=\"https:\/\/www.hashmicro.com\/id\/supply-chain-management\">HashMicro Supply Chain Management<\/a> membantu bisnis memprediksi permintaan dengan akurat dan mengoptimalkan pengelolaan stok.<\/li>\n<\/ul>\n<p style=\"text-align: center;\"><style>\r\n.button-cta-custom {\r\n    background-color: #8a0e19;\r\n    color: #fff !important;\r\n    -webkit-transition: all .3s ease;\r\n    transition: all .3s ease;\r\n    padding: 8px 24px;\r\n    display: inline-block;\r\n    border-radius: 8px;\r\n    font-size: 16px;\r\n    font-weight: bold;\r\n}\r\n.button-cta-custom:hover{\r\n\tbackground-color:#991b26\t\t\r\n}\r\n<\/style>\r\n<a class=\"button-cta-custom\" href=\"https:\/\/www.hashmicro.com\/id\/tour-produk-gratis\/?medium=cta-button\" target=\"_blank\">Klik untuk Demo Gratis!<\/a>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<a href=\"https:\/\/www.hashmicro.com\/id\/tour-produk-gratis\/?medium=demo-gratis-banner\" target=\"_blank\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/02\/01.-Banner-Demo-Gratis-Web.webp\" data-desktop-src=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/02\/01.-Banner-Demo-Gratis-Web.webp\" data-mobile-src=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/02\/01.-Banner-Demo-Gratis-Mobile.webp\" alt=\"DemoGratis\" class=\"responsive-image-banner\"><\/a>\r\n\r\n<script>\r\n    \/\/ check which image to use based on screensize\r\n    document.addEventListener(\"DOMContentLoaded\", function() {\r\n        function updateImageSource() {\r\n            var images = document.querySelectorAll('.responsive-image-banner');\r\n            var screenWidth = window.innerWidth;\r\n\r\n            images.forEach(function(img) {\r\n                var mobileSrc = img.getAttribute('data-mobile-src');\r\n                var desktopSrc = img.getAttribute('data-desktop-src');\r\n\r\n                if (screenWidth < 576 && mobileSrc) {\r\n                    img.setAttribute('src', mobileSrc);\r\n                } else {\r\n                    img.setAttribute('src', desktopSrc);\r\n                }\r\n            });\r\n        }\r\n\r\n        \/\/ Initial check\r\n        updateImageSource();\r\n\r\n        \/\/ Update on resize\r\n        window.addEventListener('resize', updateImageSource);\r\n    });\r\n<\/script>\r\n<span style=\"font-family: Verdana, BlinkMacSystemFont, -apple-system, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Open Sans', 'Helvetica Neue', sans-serif;\"><div id=\"toc_group_article\" style=''>\r\n\t<p style='font-size:25px;font-weight:bold; margin-bottom:0px'>\r\n\t\tDaftar Isi:\r\n\t<\/p>\r\n\t<ul id=\"list_toc\" class='list_toc'><\/ul>\r\n<\/div>\r\n\r\n<div id=\"placeholder-toc\"><\/div>\r\n<div id=\"toc\">\r\n    <div class=\"header\">\r\n\t<span class=\"toc-title\" id=\"toc-title\">Daftar Isi<\/span>\t\r\n\t <i class=\"toc-icon\">\r\n        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"30\" height=\"30\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"#000\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"header-icon\">\r\n          <path d=\"m6 9 6 6 6-6\" \/>\r\n        <\/svg>\r\n      <\/i>\r\n\t<\/div>\r\n    <div class=\"list\">\r\n      <ul id=\"toc-list\"><\/ul>\r\n    <\/div>\r\n <\/div>\r\n\r\n<style>\r\n\/* Simple styling for the TOC *\/\r\n\t\r\n\t#toc ul li:last-child {\r\n    padding-bottom: 16px; \/* Adjust the value as needed *\/\r\n}\r\n\r\n.td-fix-index {\r\n\t transform: unset !important;\r\n     -webkit-transform: unset !important; \r\n}\r\n.footer-contact .td-fix-index {\r\n\t transform: translateZ(0) !important;\r\n     -webkit-transform: translateZ(0) !important; 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\/\/ Declare activeLink outside the loop\r\n\t\r\n\/\/   \/\/ Function to handle scroll and add\/remove .sticky class\r\n\/\/   function handleScroll() {\r\n\/\/     const windowTop = window.pageYOffset || document.documentElement.scrollTop;\r\n\/\/     let currentHeader = '';\r\n\r\n\/\/     \/\/ Highlight user progress as the heading comes\r\n\/\/     headers.forEach(header => {\r\n\/\/ \t\tconst headerTop = header.offsetTop;\r\n\/\/ \t\tconst headerHeight = header.clientHeight;\r\n\/\/ \/\/ \t\tif (window.scrollY >= (headerTop - headerHeight + 700)) {\r\n\/\/ \/\/ \t\t\tconst currentHeaderId = header.getAttribute('id');\r\n\/\/ \/\/ \t\t\tconst currentHeaderText = document.getElementById(currentHeaderId).textContent;\r\n\/\/ \/\/ \t\t\tconsole.log(\"current header text:\", currentHeaderText);\r\n\/\/ \/\/ \t\t\ttocTitle.textContent = currentHeaderText;\r\n\/\/ \/\/ \t\t\tcurrentHeader = currentHeaderId;\r\n\t\t\t\r\n\/\/ \/\/ \t\t\tif(window.innerWidth < 767){\r\n\/\/ \/\/ \t\t\t\ttocTitle.textContent = 'Daftar Isi';\r\n\/\/ \/\/ \t\t\t}\r\n\/\/ \/\/ \t\t}\r\n\/\/ \t\tif(window.innerWidth < 767){\r\n\/\/ \t\t\ttocTitle.textContent = 'Daftar Isi'; \/\/ Selalu pertahankan judul ini di mobile\r\n\/\/ \t\t} else {\r\n\/\/ \t\t\tif (window.scrollY >= (headerTop - headerHeight + 700)) {\r\n\/\/ \t\t\t\tconst currentHeaderId = header.getAttribute('id');\r\n\/\/ \t\t\t\tconst currentHeaderText = document.getElementById(currentHeaderId).textContent;\r\n\/\/ \t\t\t\ttocTitle.textContent = currentHeaderText;\r\n\/\/ \t\t\t\tcurrentHeader = currentHeaderId;\r\n\/\/ \t\t\t}\r\n\/\/ \t\t}\r\n\/\/ \t});\r\n\r\n\/\/     navLinks.forEach(link => {\r\n\/\/       link.classList.remove('active');\r\n\/\/       if(currentHeader != '') {\r\n\/\/ \t\t  if (link.getAttribute('href').includes(currentHeader)) {\r\n\/\/ \t\t\t  link.classList.add('active');\r\n\/\/ \t\t  }\r\n\/\/ \t  }\r\n\/\/     });\r\n\/\/ \/\/     if (windowTop < triggerFooterPoint) {\r\n\/\/ \/\/         toc.style.display = 'block';\r\n\/\/ \/\/ \t}else{\r\n\/\/ \/\/         toc.style.display = 'none';\r\n\/\/ \/\/ \t}\r\n\/\/     \/\/ Update TOC title if sticky\r\n\/\/     if (windowTop > triggerPoint) {\r\n\/\/       if (!toc.classList.contains('sticky')) {\r\n\/\/         phtoc.style.display = \"block\";\r\n\/\/         toc.classList.add('sticky');\r\n\/\/         toc.style.width = `${tocParent.offsetWidth}px`; \/\/ Set width to match the parent element\r\n\/\/         toc.setAttribute('style', 'width: ' + tocParent.offsetWidth + 'px !important;');\r\n\/\/         toc.style.backgroundColor = \"#FFF\";\r\n\/\/ \t\tpanel2.style.height = '0px';\r\n\/\/ \t\t  icon.style.transform = \"rotate(180deg)\";\r\n\/\/ \t\t  if(window.innerWidth < 767){\r\n\/\/ \/\/ \t\t\t  const tocs = document.querySelector('#toc.sticky');\r\n\/\/ \t\t\t  tocTitle.textContent = 'Daftar Isi'; \/\/ Reset title\r\n\/\/        \t\t  toc.style.width = '150px'; \/\/ Set width to match the parent element\r\n\/\/ \t\t  }\r\n\/\/       }\r\n\/\/       if (currentHeader) {\r\n\/\/ \/\/         console.log(\"activeLink:\", activeLink);\r\n\/\/         if (activeLink) {\r\n\/\/ \/\/           tocTitle.textContent = activeLink.textContent; \/\/ Update TOC title\r\n\/\/           tocTitle.textContent = activeLink ? activeLink.textContent : \"\"; \/\/ Update title only if activeLink exists\r\n\/\/         }\r\n\/\/       }\r\n\/\/     } else {\r\n\/\/       toc.classList.remove('sticky');\r\n\/\/       phtoc.style.display = \"none\";\r\n\/\/       toc.style.width = 'unset'; \/\/ Reset to original width\r\n\/\/       toc.style.backgroundColor = \"#FFF\";\r\n\/\/       tocTitle.textContent = 'Daftar isi'; \/\/ Reset title\r\n\/\/ \t\tpanel2.style.height = panel2.scrollHeight + \"px\";\r\n\/\/ \t\ticon.style.transform = \"rotate(180deg)\";\r\n\/\/     }\r\n\/\/   }\r\n\r\n\/\/     \/\/ Attach the scroll event listener to the window\r\n\/\/     window.addEventListener('scroll', handleScroll);\r\n\r\n\/\/     \/\/ Initial call to handleScroll to set the correct state on load\r\n\/\/     handleScroll();\r\n\/\/ });\r\n\t\r\n\/\/ \t\/\/ Open toggle TOC\r\n\/\/ \t  document.addEventListener(\"DOMContentLoaded\", function() {\r\n\/\/ \t\tvar tocHeader = document.querySelector(\"#toc .header\");\r\n\/\/ \t\tvar toc = document.querySelector(\"#toc\");\r\n\/\/ \t\tvar icon = document.querySelector(\".toc-icon\");\r\n\/\/ \t\tconst tocTitle = document.querySelector('#toc-title');\r\n\/\/ \t\tconst tocs = document.querySelector('#toc.sticky');\r\n\/\/  \t\tconst tocParent = toc.parentElement;\t\t  \r\n\r\n\/\/ \t\t  tocHeader.addEventListener(\"click\", function() {\r\n\/\/ \t\t\tvar panel = this.nextElementSibling;\r\n\/\/ \t\t\tif (panel.style.height !== '0px') { \/\/ Check if height is not 0px\r\n\/\/ \t\t\t  panel.style.height = '0px'; \/\/ Set height to 0 for full collapse\r\n\/\/ \t\t\t  icon.style.transform = \"rotate(180deg)\";\r\n\/\/ \/\/ \t\t\t\ttoc.style.paddingBottom = '6px'; \r\n\/\/ \t\t\t\tif(window.innerWidth > 768){\r\n\/\/ \t\t\t\t\tif(!toc.classList.contains('sticky')){\r\n\/\/ \t\t\t\t\t\ttoc.style.width = \"unset\";\r\n\/\/ \/\/ \t\t\t\t\t\ttoc.setAttribute('style', 'width: ' + tocParent.offsetWidth + 'px !important;');\r\n\/\/ \t\t\t\t\t}\r\n\/\/ \t\t\t\t\tif (toc.classList.contains('sticky')){\r\n\/\/ \t\t\t\t\t\ttoc.style.width = '${tocParent.offsetWidth}px';\r\n\/\/ \t\t\t\t\t\ttoc.setAttribute('style', 'width: ' + tocParent.offsetWidth + 'px !important;');\r\n\/\/ \t\t\t\t\t}\r\n\/\/ \t\t\t\t}\r\n\/\/ \t\t\t\tif(window.innerWidth < 767){\r\n\/\/ \t\t\t\t\ttoc.style.width = \"unset\"; \/\/ Reset width\r\n\/\/ \t\t\t\t}\r\n\/\/ \t\t\t\ttoc.style.backgroundColor = \"#FFF1F1\";\r\n\/\/ \t\t\t} else {\r\n\/\/ \t\t\t  panel.style.height = panel.scrollHeight + \"px\";\r\n\/\/ \t\t\t  icon.style.transform = \"rotate(0deg)\";\r\n\/\/ \t\t\t  toc.style.backgroundColor = \"#FFF\";\r\n\/\/ \t\t\t  tocTitle.textContent = 'Daftar isi'; \/\/ Reset title\r\n\/\/ \t\t\t\ttoc.style.paddingBottom = '24px';\r\n\/\/ \t\t\t \tif(window.innerWidth < 767){\r\n\/\/ \t\t\t\t\ttoc.style.width = `${tocParent.offsetWidth}px`; \/\/ Set width to match the parent element\r\n\/\/ \t\t\t\t\ttoc.setAttribute('style', 'width: ' + tocParent.offsetWidth + 'px !important;');\r\n\/\/ \t\t\t\t}\r\n\/\/ \t\t\t}\r\n\/\/ \t\t  });\r\n\r\n\/\/ \t\t  \/\/ Close TOC when a link inside it is clicked\r\n\/\/ \t\t  var tocLinks = document.querySelectorAll(\"#toc .list a\");\r\n\/\/ \t\t  tocLinks.forEach(function(link) {\r\n\/\/ \t\t\tlink.addEventListener(\"click\", function() {\r\n\/\/ \t\t\t  var panel = document.querySelector(\"#toc .list\");\r\n\/\/ \t\t\t  panel.style.height = '0px'; \/\/ Set height to 0 for full collapse\r\n\/\/ \t\t\t  icon.style.transform = \"rotate(180deg)\";\r\n\/\/ \t\t\t  toc.style.backgroundColor = \"#FFF\";\r\n\/\/ \t\t\t});\r\n\/\/ \t\t  });\r\n\/\/ \t\t});\r\n\r\n\/\/ START new JS for ToC improvements\r\ndocument.addEventListener(\"DOMContentLoaded\", function() {\r\n  const toc = document.querySelector('#toc');\r\n  const footer = document.querySelector('.td-footer-template-wrap');\r\n  const tocParent = toc.parentElement;\r\n  const divTop = tocParent.getBoundingClientRect().top + window.pageYOffset;\r\n  const tocHeight = toc.offsetHeight;\r\n  const triggerPoint = divTop + tocHeight + 1750;\r\n\tconsole.log(triggerPoint)\r\n  const footerHeight = footer.offsetHeight;\r\n  const triggerFooterPoint = footer.getBoundingClientRect().top + window.pageYOffset - footerHeight*3;\r\n  const phtoc = document.querySelector('#placeholder-toc');\r\n  const headers = document.querySelectorAll('.td-post-content h2');\r\n  const navLinks = document.querySelectorAll('#toc-list a');\r\n  \r\n  const panel2 = document.querySelector(\"#toc .list\");\r\n  const icon = document.querySelector(\".toc-icon\");\r\n  const tocTitle = document.querySelector('#toc-title');\r\n\r\n  let activeLink = null;\r\n  let userClosedTOC = false; \/\/ Flag user menutup TOC\r\n\r\n  function handleScroll() {\r\n    const windowTop = window.pageYOffset || document.documentElement.scrollTop;\r\n    let currentHeader = '';\r\n\r\n    \/\/ Update TOC title sesuai header yang terlihat\r\n    headers.forEach(header => {\r\n      const headerTop = header.offsetTop;\r\n      const headerHeight = header.clientHeight;\r\n      if(window.innerWidth < 767){\r\n        tocTitle.textContent = 'Daftar Isi'; \r\n      } else {\r\n        if (window.scrollY >= (headerTop - headerHeight + 1750)) {\r\n          const currentHeaderId = header.getAttribute('id');\r\n          const currentHeaderText = document.getElementById(currentHeaderId).textContent;\r\n          tocTitle.textContent = currentHeaderText;\r\n          currentHeader = currentHeaderId;\r\n        }\r\n      }\r\n    });\r\n\r\n    navLinks.forEach(link => {\r\n      link.classList.remove('active');\r\n      if(currentHeader && link.getAttribute('href').includes(currentHeader)) {\r\n        link.classList.add('active');\r\n      }\r\n    });\r\n\r\n    if (windowTop > triggerPoint) {\r\n      if (!toc.classList.contains('sticky')) {\r\n        phtoc.style.display = \"block\";\r\n        toc.classList.add('sticky');\r\n        toc.style.width = `${tocParent.offsetWidth}px`;\r\n        toc.style.backgroundColor = \"#FFF\";\r\n        \/\/ Saat sticky, TOC otomatis tertutup\r\n        panel2.style.height = '0px';\r\n        icon.style.transform = \"rotate(180deg)\";\r\n        userClosedTOC = true; \/\/ Set flag supaya tidak terbuka saat scroll\r\n      }\r\n      \r\n      if(window.innerWidth < 767){\r\n        tocTitle.textContent = 'Daftar Isi'; \r\n        toc.style.width = '150px';\r\n      }\r\n\r\n    } else {\r\n      toc.classList.remove('sticky');\r\n      phtoc.style.display = \"none\";\r\n      toc.style.width = 'unset';\r\n      toc.style.backgroundColor = \"#FFF\";\r\n      tocTitle.textContent = 'Daftar isi'; \r\n\r\n      \/\/ Kembalikan panel jika user belum menutup manual\r\n      if(!userClosedTOC) {\r\n        panel2.style.height = panel2.scrollHeight + \"px\";\r\n        icon.style.transform = \"rotate(0deg)\";\r\n      }\r\n    }\r\n  }\r\n\r\n  window.addEventListener('scroll', handleScroll);\r\n  handleScroll();\r\n\r\n  \/\/ Toggle TOC saat user klik\r\n  const tocHeader = document.querySelector(\"#toc .header\");\r\n  tocHeader.addEventListener(\"click\", function() {\r\n    const panel = panel2;\r\n    if (panel.style.height !== '0px') {\r\n      panel.style.height = '0px';\r\n      icon.style.transform = \"rotate(180deg)\";\r\n      userClosedTOC = true;\r\n    } else {\r\n      panel.style.height = panel.scrollHeight + \"px\";\r\n      icon.style.transform = \"rotate(0deg)\";\r\n      userClosedTOC = false;\r\n    }\r\n  });\r\n\r\n  \/\/ Close TOC saat link diklik\r\n  document.querySelectorAll(\"#toc .list a\").forEach(link => {\r\n    link.addEventListener(\"click\", function() {\r\n      panel2.style.height = '0px';\r\n      icon.style.transform = \"rotate(180deg)\";\r\n      userClosedTOC = true;\r\n    });\r\n  });\r\n});\r\n\/\/ END new JS for ToC improvements\r\n\r\n\t\r\n\/\/ \tmake the heading at the center of the viewport\r\n\/\/ \tdocument.addEventListener('DOMContentLoaded', function() {\r\n\/\/     \/\/ Add click event listener to all links in the TOC list\r\n\/\/     document.querySelectorAll('#toc-list a').forEach(anchor => {\r\n\/\/         anchor.addEventListener('click', function (e) {\r\n\/\/             e.preventDefault(); \/\/ Prevent the default behavior of jumping to the anchor\r\n\/\/ \/\/ \t\t\tconsole.log(\"prevent default\");\r\n\/\/             const targetId = this.getAttribute('href').substring(1); \/\/ Get the ID of the target element\r\n\/\/             const targetElement = document.getElementById(targetId); \/\/ Get the target element\r\n\r\n\/\/             if (targetElement) {\r\n\/\/                 const headerHeight = document.querySelector('#toc .header').offsetHeight; \/\/ Get the height of the fixed header\r\n\/\/                 const windowHeight = window.innerHeight; \/\/ Get the height of the viewport\r\n\/\/                 const targetOffset = targetElement.offsetTop; \/\/ Get the top offset of the target element\r\n\/\/                 const scrollTo = targetOffset + (windowHeight \/ 2) + (headerHeight); \/\/ Calculate the scroll position to center the target element\r\n\r\n\/\/                 \/\/ Scroll to the calculated position smoothly\r\n\/\/                 window.scrollTo({\r\n\/\/                     top: scrollTo,\r\n\/\/                     behavior: 'smooth'\r\n\/\/                 });\r\n\/\/             }\r\n\/\/         });\r\n\/\/     });\r\n\/\/ });\r\n<\/script>\r\n\r\n<script>\r\n    \/\/ Scrollspy function to highlight the active TOC item based on the scroll position\r\n  function scrollSpy(tocClass) {\r\n    const scrollPosition = window.scrollY;\r\n\r\n    \/\/ Find the active h2 and h3 headings based on their position in the corresponding TOC\r\n    let activeH2 = null;\r\n    let activeH3 = null;\r\n\r\n    const tocItems = document.querySelectorAll(`.${tocClass} li`);\r\n    tocItems.forEach(item => {\r\n      const a = item.querySelector('a');\r\n      if (!a) return;\r\n      const href = a.getAttribute('href');\r\n      const targetId = href.substring(1); \/\/ Remove the '#' from the href to get the target ID\r\n      const targetElement = document.getElementById(targetId);\r\n      if (!targetElement) return;\r\n\r\n      const targetTop = targetElement.getBoundingClientRect().top + scrollPosition;\r\n      const nextItem = item.nextElementSibling;\r\n      const nextTop = nextItem ? nextItem.getBoundingClientRect().top + scrollPosition : Infinity;\r\n\r\n      if (targetTop <= scrollPosition + 150) {\r\n        if (a.parentElement.parentElement === tocItems) {\r\n          \/\/ The h2 heading is at the root level of the TOC\r\n          activeH2 = { id: targetId, level: 'h2' };\r\n        } \r\n\t\t  else {\r\n          \/\/ The h3 heading is nested under an h2 heading\r\n          const parentH2 = a.parentElement.parentElement.previousElementSibling;\r\n          if (parentH2) {\r\n            const h2Link = parentH2.querySelector('a');\r\n            if (h2Link) {\r\n              const h2Href = h2Link.getAttribute('href');\r\n              const h2Id = h2Href.substring(1);\r\n              activeH2 = { id: h2Id, level: 'h2' };\r\n            }\r\n          }\r\n          activeH3 = { id: targetId, level: 'h3' };\r\n        }\r\n      }\r\n\r\n      if (targetTop > scrollPosition + 150 && nextTop > scrollPosition + 150 && !activeH3) {\r\n        \/\/ Reset the activeH2 when there are no more active h3 headings\r\n        activeH2 = null;\r\n      }\r\n    });\r\n\r\n    \/\/ Update the active state for the TOC items\r\n    tocItems.forEach(item => {\r\n      item.classList.remove('active');\r\n      const a = item.querySelector('a');\r\n      if (a) {\r\n        const href = a.getAttribute('href');\r\n        const targetId = href.substring(1);\r\n        if ((activeH2 && activeH2.id === targetId) || (activeH3 && activeH3.id === targetId)) {\r\n          item.classList.add('active');\r\n        }\r\n      }\r\n    });\r\n  }\r\n\r\n  \/\/ Call scrollSpy for each TOC on window scroll\r\n  const tocClasses = ['list_toc', 'list_toc_float']; \/\/ Add other TOC class names here if you have more than two instances\r\n  tocClasses.forEach(tocClass => {\r\n    window.addEventListener('scroll', () => scrollSpy(tocClass));\r\n  });\r\n<\/script>\r\n\r\n<!-- ToC List for desktop side bar, diganti jadi inject by php, di code snippet \"Sidebar Accordion\" -->\r\n<!-- <script>\r\n\tdocument.addEventListener(\"DOMContentLoaded\", function() {\r\n\r\n        \/\/ Fungsi untuk membuat nested list\r\n        function createNestedList(parentNode, children) {\r\n            if (children.length === 0) return;\r\n\r\n            const nestedUl = document.createElement('ul');\r\n            children.forEach(child => {\r\n                const nestedLi = document.createElement('li');\r\n                const nestedA = document.createElement('a');\r\n                nestedA.textContent = child.title;\r\n                nestedA.href = `#${child.id}`;\r\n                nestedLi.appendChild(nestedA);\r\n                nestedUl.appendChild(nestedLi);\r\n\r\n                if (child.children.length > 0) {\r\n                    createNestedList(nestedLi, child.children);\r\n                }\r\n            });\r\n\r\n            parentNode.appendChild(nestedUl);\r\n        }\r\n\r\n        \/\/ Membuat objek untuk menyimpan daftar h2 dan h3 beserta judulnya\r\n        const headings = [];\r\n\r\n           \/\/ Mengambil semua elemen h2 dan h3\r\n        \/\/ Mengambil semua elemen h2 dan h3\r\n\t\tconst elements = document.querySelectorAll('.td-post-content h2');\r\n\r\n\t\t\tfunction newFormatId(text) {\r\n\t\t\t\tif(text.toLowerCase() === \"key takeaways\") {\r\n\t\t\t\t\treturn;\r\n\t\t\t\t}\r\n\t\t\t\t\r\n\t\t\t\tconst result = text.toLowerCase()\r\n\t\t\t\t.trim()\r\n\t\t\t\t.replace(\/[^\\w\\s-]\/g, '')  \/\/ hapus tanda baca\r\n\t\t\t\t.replace(\/\\s+\/g, '-'); \/\/ ganti spasi jadi \"-\"\r\n\r\n\t\t\t\treturn result;\r\n\t\t\t}\r\n\t\r\n\t\telements.forEach(element => {\r\n\t\t\tif (element.tagName === 'H2') {\r\n\t\t\t\tconst id = newFormatId(element.textContent); \/\/ Hasilkan ID baru\r\n\t\t\t\telement.id = id; \/\/ Tetapkan ID ke elemen h2\r\n\t\t\t\tif (element.textContent.toLowerCase() === \"key takeaways\") {return;} \/\/ Kalau Key Takeaways, jangan dimasukin\r\n\t\t\t\theadings.push({ level: 'h2', id: id, title: element.textContent, children: [] });\r\n\t\t\t} else if (element.tagName === 'H3') {\r\n\t\t\t\tconst id = newFormatId(element.textContent); \/\/ Hasilkan ID baru\r\n\t\t\t\telement.id = id; \/\/ Tetapkan ID ke elemen h3\r\n\t\t\t\tif (headings.length > 0) {\r\n\t\t\t\t\theadings[headings.length - 1].children.push({ level: 'h3', id: id, title: element.textContent, children: [] });\r\n\t\t\t\t}\r\n\t\t\t}\r\n\t\t});\r\n       \/\/ Membuat list HTML dari objek headings\r\n\t\tconst ul = document.getElementById('list_toc');\r\n\t\tlet currentUl = ul;\r\n\t\theadings.forEach(heading => {\r\n\t\t\tconst li = document.createElement('li');\r\n\t\t\tconst a = document.createElement('a');\r\n\t\t\ta.textContent = heading.title;\r\n\t\t\ta.href = `#${heading.id}`; 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Metode ini sangat penting bagi perusahaan terutama di industri retail dalam meramalkan <\/span><a href=\"https:\/\/www.hashmicro.com\/id\/blog\/tips-mengatasi-peak-season-dengan-software-warehouse\/\"><span style=\"font-weight: 400;\">peak season<\/span><\/a><span style=\"font-weight: 400;\"> atau masa puncak permintaan dari pelanggan yang biasanya terjadi pada hari-hari besar seperti hari raya atau liburan akhir tahun.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dalam bisnis, meramalkan masa depan merupakan suatu keharusan agar bisa meminimalkan risiko dan memaksimalkan keuntungan. Dengan menggunakan metode <\/span><span style=\"font-weight: 400;\">forecasting<\/span><span style=\"font-weight: 400;\">, perusahaan dapat meramalkan permintaan dari pelanggan sehingga mereka dapat mempersiapkan stok barang yang tepat dan mengatur produksi dengan baik.\u00a0<\/span><\/p>\n<h2 id=\"2\"><b><span id=\"manfaat\">Manfaat Forecasting<\/span><\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Dengan meramalkan permintaan secara tepat, perusahaan dapat menghindari risiko kerugian akibat kekurangan stok atau kerugian akibat kelebihan stok yang tidak terjual, sehingga bisa meningkatkan efisiensi dan efektivitas operasional bisnis.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Beberapa manfaat lainnya dari metode <a href=\"https:\/\/www.hashmicro.com\/id\/blog\/sales-forecasting\/\">sales forecasting<\/a> dan <a href=\"https:\/\/www.hashmicro.com\/id\/blog\/supply-chain-forecasting\/\">supply chain forecasting<\/a> diantaranya:<\/span><\/p>\n<h3 id=\"a\"><strong>1. Prediksi masa depan perusahaan<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Dengan memperhatikan tren pasar dan data historis yang ada, perusahaan dapat memperkirakan keadaan pasar dan merencanakan strategi yang tepat untuk menghadapi perubahan di masa depan. Oleh karena itu, penggunaan metode <\/span><span style=\"font-weight: 400;\">forecasting<\/span><span style=\"font-weight: 400;\">\u00a0membantu perusahaan agar bisa memprediksi masa depan secara akurat.\u00a0<\/span><\/p>\n<h3 id=\"b\"><strong>2. Memenuhi permintaan konsumen<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Perusahaan dapat memenuhi permintaan konsumen dengan lebih baik jika memanfaatkan metode <\/span><span style=\"font-weight: 400;\">forecasting<\/span><span style=\"font-weight: 400;\">. Dengan memprediksi permintaan, perusahaan dapat mengatur produksi dan persediaan barang dengan lebih efisien sehingga dapat menghindari terjadinya kekurangan stok maupun kelebihan stok yang tidak terjual.<\/span><\/p>\n<h3 id=\"c\"><strong>3. Antisipasi perubahan tren pasar<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Perusahaan juga bisa mengantisipasi perubahan tren pasar menggunakan metode <\/span><span style=\"font-weight: 400;\">forecasting. <\/span><span style=\"font-weight: 400;\">Dengan memperhatikan tren yang ada, perusahaan dapat merencanakan strategi bisnis yang lebih inovatif dan sesuai dengan kebutuhan pasar, sehingga dapat membantu perusahaan agar bisa memanfaatkan <\/span><span style=\"font-weight: 400;\">peak-season <\/span><span style=\"font-weight: 400;\">secara optimal.<\/span><\/p>\n<h3 id=\"d\"><strong>4. Menjaga keuangan tetap stabil<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Penggunaan metode <\/span><span style=\"font-weight: 400;\">forecasting <\/span><span style=\"font-weight: 400;\">juga dapat membantu perusahaan dalam menjaga keuangannya agar tetap stabil. Dengan merencanakan produksi dan persediaan barang dengan baik, perusahaan dapat menghindari terjadinya kerugian akibat kelebihan atau kekurangan stok yang tidak terjual.<\/span><\/p>\n<p><b>Baca juga: <\/b><strong><a href=\"https:\/\/www.hashmicro.com\/id\/blog\/supply-chain-management\/\" target=\"_blank\" rel=\"noopener\">Kenali Apa itu Supply Chain Management untuk Perusahaan Anda<\/a><\/strong><\/p>\n<h2 id=\"3\"><b><span id=\"pola\">Pola Data Produk dalam Metode <\/span><\/b><b>Forecasting<\/b><\/h2>\n<p>Berikut beberapa pola data produk yang umum ditemukan dalam metode forecasting:<\/p>\n<h3><strong>1. Pola musiman (seasonal pattern)<\/strong><\/h3>\n<p>Pola musiman menunjukkan perubahan permintaan produk pada waktu tertentu dalam setahun, seperti peningkatan penjualan payung di musim hujan. Pola ini berulang secara teratur, sehingga penting bagi perusahaan menyesuaikan stok dan strategi produksi sesuai periode musiman.<\/p>\n<h3><strong>2. Pola tren (trend pattern)<\/strong><\/h3>\n<p>Pola tren menggambarkan arah perubahan data dalam jangka panjang, misalnya peningkatan permintaan produk ramah lingkungan. Dengan mengenali tren, perusahaan dapat memprediksi arah perkembangan pasar dan membuat keputusan strategis yang lebih tepat.<\/p>\n<h3><strong>3. Pola siklus (cyclical pattern)<\/strong><\/h3>\n<p>Pola siklus memperlihatkan fluktuasi permintaan dalam periode panjang, biasanya dipengaruhi faktor ekonomi atau kondisi pasar. Misalnya, penurunan penjualan mobil saat krisis ekonomi. Pola ini tidak selalu teratur, tetapi bisa dikenali lewat analisis data historis.<\/p>\n<h3><strong>4. Pola acak (random pattern)<\/strong><\/h3>\n<p>Pola acak menunjukkan perubahan data yang tidak mengikuti pola musiman, tren, maupun siklus. Fluktuasi ini biasanya disebabkan faktor tak terduga seperti bencana atau tren mendadak, sehingga membutuhkan strategi forecasting yang fleksibel.<\/p>\n<p>Dengan mengenali pola-pola ini, perusahaan dapat memilih metode forecasting yang sesuai. Penggunaan Software Manajemen Persediaan membantu menganalisis data historis secara otomatis untuk menemukan pola dan meningkatkan akurasi peramalan.<\/p>\n<h2 id=\"4\"><b>Jenis Model Metode <\/b><b>Forecasting<\/b><\/h2>\n<p><span style=\"font-weight: 400;\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-175433\" src=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2024\/03\/Jenis-Model-Metode-Forecasting.webp\" alt=\"Jenis Model Metode Forecasting\" width=\"1200\" height=\"675\" srcset=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2024\/03\/Jenis-Model-Metode-Forecasting.webp 1200w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2024\/03\/Jenis-Model-Metode-Forecasting-300x169.webp 300w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2024\/03\/Jenis-Model-Metode-Forecasting-1024x576.webp 1024w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2024\/03\/Jenis-Model-Metode-Forecasting-768x432.webp 768w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2024\/03\/Jenis-Model-Metode-Forecasting-747x420.webp 747w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2024\/03\/Jenis-Model-Metode-Forecasting-150x84.webp 150w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2024\/03\/Jenis-Model-Metode-Forecasting-696x392.webp 696w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2024\/03\/Jenis-Model-Metode-Forecasting-1068x601.webp 1068w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/>Metode <\/span><span style=\"font-weight: 400;\">forecasting <\/span><span style=\"font-weight: 400;\">atau peramalan dapat dilakukan dengan berbagai jenis model. Tiga jenis model yang bisa Anda gunakan dalam peramalan adalah model rata-rata bergerak, model rata-rata bergerak terbobot, dan model pemulusan eksponensial. Setiap jenis model memiliki kelebihan dan kekurangan masing-masing.<\/span><\/p>\n<h3 id=\"e\"><strong>1. Jenis model rata-rata bergerak (moving averages model)<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Jenis model rata-rata bergerak (<\/span><span style=\"font-weight: 400;\">moving averages model<\/span><span style=\"font-weight: 400;\">) adalah model peramalan yang menghitung rata-rata data historis untuk periode tertentu dan menggunakan nilai rata-rata tersebut agar bisa meramalkan nilai di masa depan. Model ini cocok untuk data dengan pola yang stabil.<\/span><\/p>\n<h3 id=\"f\"><strong>2. Jenis model rata-rata bergerak terbobot (weighted moving averages model)<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Jenis model rata-rata bergerak terbobot (<\/span><span style=\"font-weight: 400;\">weighted moving averages model<\/span><span style=\"font-weight: 400;\">) adalah peramalan yang memberikan bobot berbeda untuk setiap nilai historis, tergantung pada periode waktu tertentu. Bobot ini memberikan pengaruh lebih besar pada nilai terbaru dalam menghitung rata-rata dan meramalkan nilai di masa depan. Model <a href=\"https:\/\/www.hashmicro.com\/id\/blog\/weighted-average-cost\/\">weighted average cost<\/a> ini cocok untuk data dengan tren atau pola musiman yang jelas.<\/span><\/p>\n<h3 id=\"g\"><strong>3. Jenis model pemulusan eksponensial (exponential smoothing model)<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Jenis model pemulusan eksponensial (exponential smoothing model) adalah peramalan yang memberikan bobot lebih besar pada nilai terbaru dalam menghitung nilai rata-rata tertimbang. Model ini menggunakan persamaan matematis untuk memperhitungkan nilai rata-rata tertimbang dan menghasilkan nilai ramalan. Model ini cocok digunakan untuk data dengan tren dan fluktuasi acak yang tinggi.<\/span><\/p>\n<h2 id=\"5\"><b>Indikator untuk Validasi Jenis Model <\/b><b>forecasting<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Agar bisa melakukan peramalan atau <\/span><span style=\"font-weight: 400;\">forecasting<\/span><span style=\"font-weight: 400;\">, tidak cukup hanya dengan memilih jenis model yang tepat. Validasi model juga sangat penting untuk mengetahui apakah model yang Anda gunakan mampu memberikan hasil peramalan yang akurat. Terdapat beberapa indikator untuk melakukan validasi jenis model forecasting, seperti:\u00a0<\/span><\/p>\n<h3 id=\"h\"><strong>1. Metode forecasting kuantitatif<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Dalam metode <\/span><span style=\"font-weight: 400;\">forecasting <\/span><span style=\"font-weight: 400;\">kuantitatif, indikator yang dapat digunakan adalah <\/span><span style=\"font-weight: 400;\">mean absolute deviation<\/span><span style=\"font-weight: 400;\"><a href=\"https:\/\/pemrogramanmatlab.com\/2017\/06\/04\/cara-menghitung-nilai-mse-rmse-dan-psnr-pada-citra-digital\/\"> (MAD)<\/a>, <\/span><span style=\"font-weight: 400;\">mean squared error<\/span><span style=\"font-weight: 400;\"> (MSE), dan <\/span><span style=\"font-weight: 400;\">root mean squared error <\/span><span style=\"font-weight: 400;\">(RMSE). Indikator ini untuk mengukur seberapa besar selisih antara nilai sebenarnya dengan nilai ramalan model. Semakin kecil nilai MAD, MSE, dan RMSE, maka semakin akurat model yang Anda gunakan.<\/span><\/p>\n<h3 id=\"i\"><strong>2. Metode forecasting kualitatif<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Metode ini menggunakan tingkat keberhasilan peramalan atau forecasting accuracy sebagai indikator perhitungannya.<\/span><span style=\"font-weight: 400;\"> Indikator ini mengukur seberapa sering nilai ramalan yang dihasilkan oleh model sesuai dengan nilai sebenarnya.\u00a0Indikator lainnya yang dapat Anda gunakan pada metode ini adalah tingkat ketepatan dalam mengidentifikasi tren atau pola yang ada pada data historis.<\/span><\/p>\n<p><b>Baca juga<\/b><span style=\"font-weight: 400;\">: <\/span><a href=\"https:\/\/www.hashmicro.com\/id\/blog\/supply-chain-management\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Ketahui Manfaat Sistem Supply Chain Management (SCM) bagi Bisnis Anda!<\/span><\/a><\/p>\n<h2 id=\"6\"><b>Contoh Penerapan Metode <\/b><b>Forecasting<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Salah satu contoh penerapan metode <\/span><span style=\"font-weight: 400;\">forecasting juga <\/span><span style=\"font-weight: 400;\">bisa Anda temukan di toko pakaian. <\/span><span style=\"font-weight: 400;\">Jika data penjualan historis menunjukkan bahwa selama bulan Ramadhan pakaian bernuansa lebaran seperti gamis dan baju kurung diminati oleh pelanggan, maka toko tersebut dapat menggunakan metode forecasting agar bisa memprediksi permintaan di bulan Ramadhan berikutnya dan menyiapkan stok yang cukup.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jika toko tidak bisa memperhitungkan permintaan pasar di masa mendatang, toko akan kewalahan pada saat terjadi lonjakan pembelian. Hal ini bisa berakibat pada habisnya stok barang hingga kekecewaan pelanggan. Namun, hal ini bisa diantisipasi dengan penggunaan <\/span><span style=\"font-weight: 400;\">Software Manajemen Inventaris<\/span><span style=\"font-weight: 400;\"> yang memiliki fitur <\/span><span style=\"font-weight: 400;\">forecasting <\/span><span style=\"font-weight: 400;\">untuk memprediksi kapan dan barang apa saja yang harus di-<\/span><span style=\"font-weight: 400;\">restock <\/span><span style=\"font-weight: 400;\">oleh pemilik toko.<\/span><\/p>\n<h2 id=\"7\"><b>Kesimpulan\u00a0<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Metode <\/span><span style=\"font-weight: 400;\">forecasting <\/span><span style=\"font-weight: 400;\">adalah teknik meramalkan fenomena bisnis di masa depan berdasarkan data historis dan tren yang ada. Metode ini memiliki banyak manfaat, terutama bagi masa depan perusahaan. Agar bisa mengimplementasikan metode ini, pebisnis perlu mengetahui pola data produk yang bisa Anda temukan dengan lebih mudah dengan bantuan <\/span><span style=\"font-weight: 400;\">S<\/span><span style=\"font-weight: 400;\">oftware Manajemen Persediaan.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Salah satu aplikasi manajemen persediaan yang bisa Anda gunakan adalah <\/span><span style=\"font-weight: 400;\">software <\/span><a href=\"https:\/\/www.hashmicro.com\/id\/supply-chain-management\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Supply Chain Management<\/span><\/a><span style=\"font-weight: 400;\"> dari HashMicro. Dengan fitur <\/span><span style=\"font-weight: 400;\">planning &amp; forecasting management <\/span><span style=\"font-weight: 400;\">di dalamnya, perusahaan bisa mendapatkan analisis data yang akurat mengenai jumlah stok di masa mendatang. Dapatkan rancangan harga khusus untuk bisnis Anda dan jadwalkan <\/span><a href=\"https:\/\/www.hashmicro.com\/id\/tour-produk-gratis\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">demo gratis<\/span><\/a><span style=\"font-weight: 400;\"> sekarang!\u00a0\u00a0<\/span><\/p>\n<a href=\"https:\/\/www.hashmicro.com\/id\/supply-chain-management?medium=moneysite-banner\" target=\"_blank\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/02\/11.-Supply-Chain-Management-Software-Web.webp\" data-desktop-src=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/02\/11.-Supply-Chain-Management-Software-Web.webp\" data-mobile-src=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/02\/11.-Supply-Chain-Management-Software-Mobile.webp\" alt=\"SupplyChainManagement\" class=\"responsive-image-banner\"><\/a>\r\n\r\n<script>\r\n    \/\/ check which image to use based on screensize\r\n    document.addEventListener(\"DOMContentLoaded\", function() {\r\n        function updateImageSource() {\r\n            var images = document.querySelectorAll('.responsive-image-banner');\r\n            var screenWidth = window.innerWidth;\r\n\r\n            images.forEach(function(img) {\r\n                var mobileSrc = img.getAttribute('data-mobile-src');\r\n                var desktopSrc = img.getAttribute('data-desktop-src');\r\n\r\n                if (screenWidth < 576 && mobileSrc) {\r\n                    img.setAttribute('src', mobileSrc);\r\n                } else {\r\n                    img.setAttribute('src', desktopSrc);\r\n                }\r\n            });\r\n        }\r\n\r\n        \/\/ Initial check\r\n        updateImageSource();\r\n\r\n        \/\/ Update on resize\r\n        window.addEventListener('resize', updateImageSource);\r\n    });\r\n<\/script>\r\n\n<h2><strong>Pertanyaan Seputar Metode Forecasting<\/strong><\/h2>\n<ul class=\"bottom_faq\">\n<li>\n<details>\n<summary><strong>Apa yang dimaksud dengan metode forecasting?<\/strong><\/summary>\n<p>Metode forecasting adalah cara memperkirakan kondisi atau permintaan di masa depan dengan menganalisis data historis dan pola tren. Tujuannya untuk membantu perusahaan membuat keputusan yang lebih akurat dalam perencanaan bisnis.<\/p>\n<\/details>\n<\/li>\n<li>\n<details>\n<summary><strong>Apa saja 7 langkah sistem peramalan (forecasting)?<\/strong><\/summary>\n<p>Langkah-langkah forecasting mencakup menentukan tujuan, mengumpulkan data historis, menganalisis pola data, memilih metode yang sesuai, membuat peramalan, mengevaluasi hasilnya, dan menerapkan hasil tersebut dalam strategi bisnis.<\/p>\n<\/details>\n<\/li>\n<li>\n<details>\n<summary><strong>Apa saja 4 faktor forecasting?<\/strong><\/summary>\n<p>Empat faktor utama yang memengaruhi hasil forecasting adalah kualitas data historis, kondisi pasar, faktor ekonomi, dan faktor eksternal seperti kebijakan atau perubahan teknologi.<\/p>\n<\/details>\n<\/li>\n<\/ul>\n<p><script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [{\n    \"@type\": \"Question\",\n    \"name\": \"Apa yang dimaksud dengan metode forecasting?\",\n    \"acceptedAnswer\": {\n      \"@type\": \"Answer\",\n      \"text\": \"Metode forecasting adalah cara memperkirakan kondisi atau permintaan di masa depan dengan menganalisis data historis dan pola tren. 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Permasalahan ini dapat menyebabkan kesulitan dalam merencanakan produksi, mengatur persediaan, hingga pengambilan keputusan bisnis. Oleh karenanya, perlu adanya metode forecasting untuk membantu mengambil keputusan yang tepat.\u00a0 Dengan menggunakan metode forecasting, perusahaan dapat memperkirakan permintaan konsumen, [&hellip;]<\/p>\n","protected":false},"author":161,"featured_media":137929,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1234],"tags":[],"class_list":{"0":"post-76252","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-supply-chain"},"acf":{"post_reviewer":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.1 (Yoast SEO v25.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Metode Forecasting: Pengertian, Manfaat, Jenis, dan Contohnya<\/title>\n<meta name=\"description\" content=\"Metode forecasting adalah teknik meramalkan fenomena bisnis di masa depan berdasarkan data historis dan tren yang ada. 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