{"id":168043,"date":"2025-08-05T14:57:09","date_gmt":"2025-08-05T07:57:09","guid":{"rendered":"https:\/\/www.hashmicro.com\/id\/blog\/?p=168043"},"modified":"2025-12-17T14:31:17","modified_gmt":"2025-12-17T07:31:17","slug":"pengertian-hr-analytics","status":"publish","type":"post","link":"https:\/\/www.hashmicro.com\/id\/blog\/pengertian-hr-analytics\/","title":{"rendered":"Memahami HR Analytics: Pengertian dan Prosesnya"},"content":{"rendered":"<p>Pengambilan keputusan dalam pengelolaan SDM kini tak bisa lepas dari peran data. HR Analytics hadir sebagai pendekatan modern yang membantu perusahaan memahami dinamika tenaga kerja secara menyeluruh dan terarah.<\/p>\n<p>Melalui analisis data yang tepat dan didukung oleh penggunaan <a href=\"https:\/\/www.hashmicro.com\/id\/manajemen-human-resource\">software HR<\/a> sebagai solusi terintegrasi, Anda dapat merancang strategi HR yang lebih efisien, akurat, dan relevan dengan kebutuhan organisasi. Praktik ini memberikan gambaran nyata terhadap performa, retensi, hingga kebutuhan pelatihan karyawan.<\/p>\n<p>Dalam artikel ini, Anda akan menemukan pembahasan tentang HR Analytics, mulai dari definisi, tujuan, hingga implementasinya di lapangan. Pahami bagaimana analisis data dapat menjadi dasar pengambilan keputusan yang lebih strategis dalam manajemen SDM.<\/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: #990000; color: #ffffff; padding: 5px;\"><b>Key Takeaways<\/b><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"#HR-merupakan\">HR Analytics merupakan<\/a> metode berbasis data yang membantu perusahaan mengambil keputusan SDM secara lebih akurat dan strategis.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"#HR-proses\">HR Analytics memungkinkan perusahaan<\/a> meningkatkan efisiensi rekrutmen dengan menyaring kandidat berdasarkan data performa karyawan sebelumnya.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Tingkatkan performa tim secara terukur dengan fitur manajemen kinerja dari <a href=\"https:\/\/www.hashmicro.com\/id\/manajemen-human-resource\">Software HR HashMicro<\/a>.<\/li>\n<\/ul>\n<p style=\"text-align: center;\">\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\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><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; \r\n}\r\n\t.tdb_single_content .tdb-block-inner.td-fix-index{\r\n\t\tposition: static;\r\n\t}\r\n\t\r\n\r\n\r\n\t\r\n#toc {\r\n  background-color: #FFF;\r\n\tpadding: 17px 24px 0px 24px !important;\r\n  margin-bottom: 20px;\r\n\/*   border: 1px solid #9C171E; *\/\r\n  border-radius: 6px;\r\n\tdisplay: none;\r\n  max-width: 100%;\r\n  transition: .4s ease height;\r\n\tmargin-left: 0;\r\n\toverflow: hidden;\r\n}\r\n\r\n#toc .header{\r\n  display: flex;\r\n  align-items: center;\r\n  justify-content: space-between;\r\n\tbackground-color: transparent;\r\n}\r\n\t\r\n\t#toc.sticky .header{\r\n\t\tpadding: 4px 0;\r\n\t}\r\n\t\r\n.header p{\r\n  font-size: 18px !important;\r\n  font-weight: 600 !important;\r\n  color: #393939;\r\n   margin-bottom: 0;\r\n  \/* margin-top: 20px; *\/\r\n}\r\n\r\n.toc-icon{\r\n  float: right;\r\n\/*   visibility: hidden; *\/\r\n}\r\n\r\n\t.toc-title{\r\n\t\tmargin-right: auto;\r\n\/* \t\tpadding-left: 20px; *\/\r\n\t\tfont-weight: 600;\r\n\t\talign-self: center;\t}\t\r\n\r\n#toc ul {\r\n  list-style-type: none;\r\n  padding-left: 0;\r\n}\r\n\t\r\n#toc.sticky ul{\r\n\toverflow-y: auto;\r\n\tmax-height: 250px;\r\n\tmargin-top: 0px;\r\n\tpadding-top: 20px;\r\n\/* \tborder-top: 1px solid #d3d3d3; *\/\r\n}\r\n\t\r\n#toc ul li {\r\n\/*   margin-bottom: 10px; *\/\r\n  margin-bottom: 10px;\r\n\tmargin-left: 0;\r\n\ttransition: .2s ease;\r\n\tcursor: pointer;\r\n}\r\n\t\r\n\t#toc.sticky ul li {\r\n\t  margin-right: 10px;\r\n\t}\r\n\t\r\n.td-post-content #toc-list li a:hover, .td-post-content #toc-list a.active{\r\n\tbackground-color: #FFF;\r\n\/* \tpadding: 8px 16px 8px 16px; *\/\r\n\tpadding: 4px 16px 4px 16px;\r\n\tborder-radius: 6px;\r\n\tcolor: #9c171e !important;\r\n\tfont-weight: 600 !important;\r\n}\r\n\t\r\n\t.td-post-content #toc-list li:hover a, .td-post-content #toc-list a.active{\r\n\t\tcolor: #9C171E !important;\r\n\t\tfont-weight: 600 !important;\r\n\t}\r\n\t\r\n.td-post-content #toc-list a.active{\r\n\tfont-weight: bold !important;\r\n\tcolor: #9C171E !important;\r\n}\r\n\t\r\n#toc a, .td-post-content #toc-list a {\r\n  text-decoration: none;\r\n  color: #ea1717 !important;\r\n  transition: .2s ease;\r\n\tfont-weight: 400 !important;\r\n\tdisplay: block;\r\n\t\r\n\tpadding: 4px 16px 4px 0;\r\n}\r\n\r\n#toc.sticky {\r\n  position: fixed;\r\n\/*   top: 73px; *\/\r\n\tbottom: 0;\r\n  z-index: 100; \r\n  box-shadow: 0 2px 5px rgba(0,0,0,0.1); \r\n\twidth: 100%; \r\n\tbackground-color: #FFF;\r\n\/* \tbackground-color: #FFF1F1; *\/\r\n\tborder-bottom: 1px solid #ea1717;\r\n\/*   border: 1px solid #393939; *\/\r\n  box-shadow: 0px 0px 14px 0px #00000040;\r\n  cursor: pointer;\r\n\tanimation: fadein .3s ease;\r\n\tpadding: 12px 16px !important;\r\n}\r\n\t\r\n\t.fadein{\r\n\t\tanimation: fadein .3s ease;\r\n\t}\r\n\t\r\n\t.fadeout{\r\n\t\tanimation: fadeout .3s ease;\r\n\t}\r\n\t\r\n\t\r\n\t@keyframes fadein{\r\n\t\t0% {\r\n\t\t\topacity: 0;\r\n\t\t}\r\n\t\t100%{\r\n\t\t\topacity: 1;\r\n\t\t}\r\n\t}\r\n\t\r\n\t@keyframes fadeout{\r\n\t\t0% {\r\n\t\t\topacity: 1;\r\n\t\t}\r\n\t\t100%{\r\n\t\t\topacity: 0;\r\n\t\t}\r\n\t}\r\n\r\n\t\r\n#toc.sticky .header p{\r\n\tmargin-bottom: 10px;\r\n\tmargin-top: 10px;\r\n}\r\n\r\n#toc.sticky .toc-icon{\r\n  visibility: visible;\r\n\/* \ttransition: 0.4s ease; *\/\r\n}\r\n\t\r\n\t.toc-icon{\r\n\t\talign-items: center;\r\n    \tdisplay: flex;\r\n\t}\r\n\t\r\n\tsvg.header-icon{\r\n\/* \t\tbackground-color: #9c171e; *\/\r\n\t\tbackground-color: #FFF;\r\n\t\tborder-radius: 30px;\r\n\t\tpadding: 5px;\r\n\t}\r\n\r\n#toc.sticky .list{\r\n\/*   max-height: 0; *\/\r\n  transition: height 0.4s ease;\r\n}\r\n\t\r\n\t#toc .list{\r\n\/*   max-height: 0; *\/\r\n  transition: height 0.4s ease;\r\n}\r\n\r\n#toc .header.active .toc-icon{\r\n\ttransform: rotate(0deg); \r\n\topacity: 1;\r\n}\r\n\r\n\t#toc .header.active + .list {\r\n\t  max-height: 200px; \/* Adjust this value as needed *\/\r\n\t  opacity: 1;\r\n\t}\r\n\t\r\n\t#placeholder-toc{\r\n\/* \t\tdisplay: none; *\/\r\n\t}\r\n\t\r\n\t@media (min-width: 768px) and (max-width: 991px){\r\n\t\t#toc.sticky{\r\n\/* \t\t\ttop: 104px; *\/\r\n\t\t\tbottom: 0px;\r\n\t\t}\r\n\t\t\r\n\t\t#toc{\r\n\t\t\twidth: unset !important;\r\n\t\t}\r\n\t}\r\n\t\r\n\t@media (max-width: 767px){\r\n\t\t#toc{\r\n\t\t\twidth: 100% !important;\r\n\t\t\tdisplay: inline-block;\r\n\t\t}\r\n\t\t\r\n\t\t#toc.sticky{\r\n\t\t\twidth: 90% !important;\r\n\/* \t\t\ttop: 81px; *\/\r\n\t\t\tbottom: 60px;\r\n\t\t\tmargin-left: auto;\r\n\t\t\tmargin-right: auto;\r\n\t\t\tpadding: 0 16px;\r\n\t\t\tright: 5%;\r\n\t\t}\r\n\t}\r\n\t\r\n\t<\/style>\r\n\r\n<style>\r\n\t#list_toc li {margin-bottom: 0;margin-top: 5px;}\r\n\t#list_toc > li > ul {padding-left: 20px;margin-bottom: 0;}\r\n\t#list_toc{height:max-content;transition:ease-in-out}\r\n\t#list_toc li {margin-bottom: 0;margin-top: 5px;}\r\n\t#list_toc_float li.active > a {color:#b1252d;background: #ffe1e3;}\r\n\t#list_toc_float li a {padding:3px 7px}\r\n\t#list_toc_float li a {\r\n\t\tdisplay: block;\r\n\t\tcolor:#000;\r\n\t\tmargin-bottom: 10px;\r\n\t\ttransition:all 0.2s ease-in-out;\r\n\t\tfont-size:15px\r\n\t}\r\n\t#list_toc_float li{list-style:none;list-style-position:inside; margin-left:0;}\r\n\t#list_toc_float a:hover{color:#b1252d;}\r\n\t\r\n\t#list_toc_float li a{margin-bottom:0px}\r\n\t#toc_group_float{\r\n\t\tline-height: 24px;\r\n\t\tmax-height: calc(100vh - 100px);\r\n\t\toverflow: auto;\r\n\t\tz-index: 99;\r\n\t\tdisplay:none!important;\r\n\t\tbackground:#fff;\r\n\t\ttransition:all 0.5s linear\r\n\t}\r\n\t\r\n\t@media (min-width:1019px){\r\n\t\t#toc_group_float {\r\n\t\t\tdisplay:block!important;\r\n\t\t\t}\r\n\t\t#toc_group_article {\r\n\t\t\tdisplay:none;\r\n\t\t}\r\n\t}\r\n\t\r\n\t@media (max-width:768px){\r\n\t\t#toc_group_article {\r\n\t\t\tdisplay:none;\r\n\t\t}\r\n\t}\r\n\t\r\n\t \/* custom scrollbar style *\/\r\n::-webkit-scrollbar {\r\n    width: 7px;\r\n}\r\n::-webkit-scrollbar-track {\r\n    background: #d7a2a4;\r\n}\r\n::-webkit-scrollbar-thumb {\r\n    background: #b1252d;\r\n    border-radius: 15px;\r\n}\t\t\r\n\r\n<\/style>\r\n\r\n<script>\r\n\tdocument.addEventListener('DOMContentLoaded', function() {\r\n\t\t\/\/ Fungsi untuk menangani klik pada semua elemen <a> dengan href yang dimulai dengan #\r\n\t\tfunction handleTitleClick(event) {\r\n\t\t\tevent.preventDefault();\r\n\t\t\tconst targetId = this.getAttribute('href').substring(1);\r\n\t\t\tconst targetElement = document.getElementById(targetId);\r\n\r\n\t\t\tif (targetElement) {\r\n\t\t\t\tconst headerHeight = document.querySelector('#toc .header').offsetHeight;\r\n\t\t\t\tconst navbarHeight = document.getElementById('tdi_34') ? document.getElementById('tdi_34').offsetHeight : 0;\r\n\t\t\t\tconst windowHeight = window.innerHeight;\r\n\t\t\t\tconst targetOffset = targetElement.offsetTop;\r\n\t\t\t\tconst scrollTo = targetOffset + (windowHeight \/ 2) + (headerHeight) - navbarHeight - 40;\r\n\r\n\t\t\t\twindow.scrollTo({\r\n\t\t\t\t\ttop: scrollTo,\r\n\t\t\t\t\tbehavior: 'smooth'\r\n\t\t\t\t});\r\n\t\t\t}\r\n\t\t}\r\n\r\n\t\t\/\/ Tambahkan event listener untuk semua elemen <a> di toc-list dan list-toc\r\n\t\tconst titleLinks = document.querySelectorAll('#toc-list a, #list_toc a');\r\n\t\ttitleLinks.forEach(link => {\r\n\t\t\tlink.addEventListener('click', handleTitleClick);\r\n\t\t});\r\n\t});\r\n<\/script>\r\n\r\n<!-- ToC List for mobile -->\r\n<script>\r\n \/\/ Generate TOC based on headings\r\ndocument.addEventListener(\"DOMContentLoaded\", function() {\r\n  \/\/ Get the element that will contain the TOC\r\n  const tocList = document.getElementById('toc-list');\r\n\r\n  \/\/ Get the element with the ID 'article-left'\r\n  const article = document.querySelector('.td-post-content');\r\n\r\n  \/\/ Find all h2 elements within 'myarticle'\r\n  const headers = article.getElementsByTagName('h2');\r\n\r\n  \/\/ Loop through the h2 elements and create a list item for each one\r\n  for (let i = 0; i < headers.length; i++) {\r\n    const header = headers[i];\r\n    const headerText = header.textContent;\r\n\/\/     const headerId = 'header-' + i;\r\n    const headerId = headerText\r\n    .toLowerCase()\r\n    .trim()\r\n    .replace(\/[^\\w\\s-]\/g, '')  \/\/ hapus tanda baca\r\n    .replace(\/\\s+\/g, '-'); \/\/ ganti spasi jadi \"-\"\r\n\r\n    \/\/ Set an ID for the header if it doesn't have one\r\n    header.setAttribute('id', headerId);\r\n\r\n    \/\/ Create a list item for the TOC\r\n    const listItem = document.createElement('li');\r\n\r\n    \/\/ Create a link for the list item\r\n    const link = document.createElement('a');\r\n    link.setAttribute('href', '#' + headerId);\r\n    link.textContent = headerText;\r\n\r\n    \/\/ Append the link to the list item\r\n    listItem.appendChild(link);\r\n\r\n    \/\/ Append the list item to the TOC list\r\n    tocList.appendChild(listItem);\r\n  }\r\n});\r\n\r\n\/\/ Keep height and placement of content using placeholder in place of TOC\r\ndocument.addEventListener(\"DOMContentLoaded\", function() {\r\n  const toc = document.querySelector('#toc');\r\n  const placeholderToc = document.querySelector('#placeholder-toc');\r\n\r\n  function setPlaceholderHeight() {\r\n    placeholderToc.style.height = `${toc.offsetHeight}px`;\r\n  }\r\n\r\n  \/\/ Set the initial height of the placeholder\r\n  setPlaceholderHeight();\r\n\r\n  \/\/ Update the height on window resize\r\n  window.addEventListener('resize', setPlaceholderHeight);\r\n});\r\n  const tocTitle = document.querySelector('#toc-title'); \/\/ Assuming header-faq is the element for TOC title\r\n\r\n\/\/ Sticky TOC and update heading\r\n\/\/ document.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 + 700;\r\n\/\/   const footerHeight = footer.offsetHeight;\r\n\/\/   const triggerFooterPoint = footer.getBoundingClientRect().top + window.pageYOffset - footerHeight - footerHeight - footerHeight;\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\t\r\n\/\/ \tconst panel2 = document.querySelector(\"#toc .list\");\r\n\/\/ \tvar icon = document.querySelector(\".toc-icon\");\r\n\r\n\/\/   let activeLink = null; \/\/ 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}`; \/\/ Gunakan ID yang baru dihasilkan\r\n\t\t\tli.appendChild(a);\r\n\r\n\t\t\tif (heading.level === 'h2') {\r\n\t\t\t\tcurrentUl = li;\r\n\t\t\t\tul.appendChild(li);\r\n\t\t\t} else if (heading.level === 'h3') {\r\n\t\t\t\tif (!currentUl.lastElementChild || currentUl.lastElementChild.tagName !== 'UL') {\r\n\t\t\t\t\tconst nestedUl = document.createElement('ul');\r\n\t\t\t\t\tcurrentUl.appendChild(nestedUl);\r\n\t\t\t\t\tcurrentUl = nestedUl;\r\n\t\t\t\t}\r\n\t\t\t\tcurrentUl.appendChild(li);\r\n\t\t\t}\r\n\r\n\t\t\tcreateNestedList(li, heading.children);\r\n\t\t});\r\n\t\t\/\/ Dapatkan elemen ul dengan id 'list_toc'\r\n\t\tconst ulFloat = document.getElementById('list_toc');\r\n\r\n\t\t\/\/ Dapatkan isi (child elements) dari ul dengan id 'list_toc'\r\n\t\tconst clonedChildren = ulFloat.cloneNode(true).children;\r\n\r\n\t\t\/\/ Dapatkan elemen ul dengan id 'list_toc_float'\r\n\t\tconst ulToc = document.getElementById('list_toc_float');\r\n\r\n\t\t\/\/ Tambahkan isi yang telah didapatkan dari 'list_toc' ke ul dengan id 'list_toc_float'\r\n\t\tulToc.append(...clonedChildren);\r\n\r\n\r\n        \/\/ Fungsi untuk mengambil tinggi navbar\r\n\t\tfunction getNavbarHeight() {\r\n\t\t\tconst navbar = document.getElementById('tdi_34');\r\n\t\t\treturn navbar ? navbar.offsetHeight : 0;\r\n\t\t}\r\n\r\n\t\t\/\/ Fungsi untuk menambahkan offset posisi scroll\r\n\t\tfunction scrollToElementWithOffset(elementId) {\r\n\t\t\tconst element = document.getElementById(elementId);\r\n\t\t\tif (element) {\r\n\t\t\t\tconst offset = getNavbarHeight();\r\n\t\t\t\tconst elementPosition = element.getBoundingClientRect().top;\r\n\t\t\t\tconst offsetPosition = elementPosition - offset - 40;\r\n\r\n\t\t\t\twindow.scrollBy({\r\n\t\t\t\t\ttop: offsetPosition,\r\n\t\t\t\t\tbehavior: 'smooth'\r\n\t\t\t\t});\r\n\t\t\t}\r\n\t\t}\r\n\r\n\t\t\/\/ Fungsi untuk menangani klik pada tautan judul\r\n\t\tfunction handleTitleClick(event) {\r\n\t\t\tevent.preventDefault();\r\n\t\t\tconst href = event.target.getAttribute('href').substr(1);\r\n\t\t\tscrollToElementWithOffset(href);\r\n\t\t}\r\n\r\n\t\t\/\/ Tambahkan event listener untuk semua tautan judul\r\n\t\tconst titleLinks = document.querySelectorAll('a[href^=\"#\"]');\r\n\t\ttitleLinks.forEach(link => {\r\n\t\t\tlink.addEventListener('click', handleTitleClick);\r\n\t\t});\r\n\t\t\r\n\t});\r\n    <\/script> -->\r\n\n<h2><strong><span id=\"HR-merupakan\"><\/span>Apa Itu HR Analytics?<\/strong><\/h2>\n<p>HR Analytics adalah proses berbasis data untuk memahami berbagai aspek pengelolaan sumber daya manusia. Perusahaan mengandalkan analisis statistik dan teknologi untuk memperoleh insight yang mendukung pengambilan keputusan strategis.<\/p>\n<p><span id=\"HR-tujuan\"><\/span>Melalui penerapan HR Analytics, Anda dapat mengevaluasi efektivitas kebijakan HR secara objektif. Pendekatan tersebut juga membantu mengidentifikasi tren, pola, serta potensi risiko dalam pengelolaan tenaga kerja.<\/p>\n<h2><strong>Tujuan Implementasi HR Analytics<\/strong><\/h2>\n<p>Berbeda dengan <a href=\"https:\/\/www.hashmicro.com\/id\/blog\/people-analytics\/\">people analytics<\/a>, human resource analytics membantu perusahaan menyusun strategi SDM yang lebih akurat dan berbasis data. Berikut beberapa tujuan dari implementasi HR Analytics:<\/p>\n<h3>1. Meningkatkan efektivitas rekrutmen<\/h3>\n<p><a href=\"https:\/\/www.hashmicro.com\/id\/blog\/aplikasi-hr-analytics\/\">Aplikasi HR Analytics HashMicro HR Software<\/a> memungkinkan perusahaan menganalisis pola rekrutmen berdasarkan performa karyawan sebelumnya, sumber pelamar, dan waktu perekrutan. Dengan pendekatan ini, Anda dapat menyesuaikan strategi perekrutan agar lebih tepat sasaran dan hemat biaya.<\/p>\n<h3>2. Mengurangi tingkat turnover karyawan<\/h3>\n<p>Melalui analisis data kepegawaian, perusahaan dapat mengenali faktor-faktor yang berkorelasi dengan keputusan karyawan untuk keluar. Anda dapat merancang langkah pencegahan seperti penguatan budaya kerja atau peningkatan kesejahteraan.<\/p>\n<h3>3. Mengoptimalkan kinerja karyawan<\/h3>\n<p>HR Analytics memberikan gambaran menyeluruh tentang pencapaian individu maupun tim melalui data produktivitas dan capaian target. Berdasarkan data tersebut, Anda dapat menetapkan strategi peningkatan kinerja yang lebih objektif dan terarah.<\/p>\n<h3>4. Meningkatkan kepuasan dan keterlibatan karyawan<\/h3>\n<p>Melalui pengumpulan dan analisis data pengalaman kerja, perusahaan dapat memahami dinamika motivasi dan kepuasan karyawan. Dengan informasi tersebut, Anda dapat menciptakan lingkungan kerja yang lebih mendukung produktivitas dan loyalitas.<\/p>\n<h2><strong>Manfaat HR Analytics<\/strong><\/h2>\n<p>Penerapan HR analysis membawa dampak nyata terhadap efisiensi dan kualitas manajemen SDM secara menyeluruh. Berikut manfaat serta fungsi yang dapat Anda rasakan melalui penggunaan HR Analytics:<\/p>\n<h3>1. Memperkuat fungsi perencanaan SDM<\/h3>\n<p>Melalui pemanfaatan data yang akurat, perusahaan dapat merancang strategi penempatan dan pengembangan SDM secara lebih tepat. Anda dapat memastikan bahwa kebutuhan talenta sesuai dengan proyeksi jangka pendek maupun jangka panjang.<\/p>\n<h3>2. Keputusan yang berbasis data<\/h3>\n<p>Keputusan yang didukung oleh HR Analytics cenderung lebih akurat karena mengacu pada data riil, bukan persepsi. Pendekatan ini membantu perusahaan merumuskan kebijakan SDM yang relevan dan tepat sasaran.<\/p>\n<h3>3. Akurasi penilaian kinerja<\/h3>\n<p>Pemanfaatan data yang terstruktur memungkinkan perusahaan menilai performa karyawan secara objektif dan konsisten. Proses evaluasi pun menjadi lebih adil karena didasarkan pada indikator yang terukur, bukan asumsi personal.<\/p>\n<h3>4. Deteksi masalah organisasi<\/h3>\n<p><a href=\"https:\/\/www.hashmicro.com\/id\/blog\/hr-analytics-dashboard\/\">HR Analytics dashboard yang mudah digunakan<\/a> memberikan insight terhadap permasalahan seperti konflik internal, penurunan motivasi, atau stagnasi pengembangan karier. Dengan informasi tersebut, Anda dapat segera mengambil langkah perbaikan sebelum masalah berkembang lebih besar.<\/p>\n<h3>5. Optimalisasi biaya SDM<\/h3>\n<p><span id=\"HR-proses\"><\/span>HR Analytics membantu perusahaan menemukan pemborosan anggaran dan mengevaluasi efisiensi pengeluaran tenaga kerja. Penyesuaian alokasi biaya berlangsung lebih terarah sesuai produktivitas serta prioritas bisnis.<\/p>\n<h2><strong>Bagaimana Proses Penerapan HR Analytics?<\/strong><\/h2>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-168066\" src=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/Proses-HR-Analytics-di-Perusahaan.webp\" alt=\"Proses HR Analytics di Perusahaan\" width=\"1200\" height=\"675\" srcset=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/Proses-HR-Analytics-di-Perusahaan.webp 1200w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/Proses-HR-Analytics-di-Perusahaan-300x169.webp 300w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/Proses-HR-Analytics-di-Perusahaan-1024x576.webp 1024w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/Proses-HR-Analytics-di-Perusahaan-768x432.webp 768w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/Proses-HR-Analytics-di-Perusahaan-747x420.webp 747w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/Proses-HR-Analytics-di-Perusahaan-150x84.webp 150w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/Proses-HR-Analytics-di-Perusahaan-696x392.webp 696w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/Proses-HR-Analytics-di-Perusahaan-1068x601.webp 1068w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<p>Penerapan HR Analytics atau People Analytics membantu perusahaan mengubah kumpulan data karyawan menjadi wawasan strategis yang berguna bagi keputusan HR. Berdasarkan proses yang dijelaskan dalam sumber referensi, tahapan umum penerapannya di perusahaan adalah sebagai berikut:<\/p>\n<h3>1. People data<\/h3>\n<p>Langkah awal adalah mengumpulkan people data yaitu semua informasi yang berkaitan dengan karyawan seperti usia, masa kerja, jabatan, gaji, serta indikator lain yang relevan. Data ini diperoleh dari berbagai sumber dan menjadi fondasi utama untuk dianalisis.<\/p>\n<h3>2. Analytics<\/h3>\n<p>Setelah data terkumpul, tahap berikutnya adalah memproses dan mengolah data tersebut menjadi informasi yang lebih bermakna. Di sini data dianalisis untuk mengidentifikasi tren, pola, dan metrik penting menggunakan teknik statistik atau metode analisis seperti deskriptif, prediktif, dan preskriptif.<\/p>\n<h3>3. Evaluate<\/h3>\n<p>Hasil analisis kemudian dievaluasi dan dijadikan dasar pengambilan keputusan strategis perusahaan. Proses ini juga mencakup refleksi terhadap proses analitik itu sendiri agar bisa disesuaikan dengan kebutuhan organisasi di masa mendatang.<\/p>\n<h2><strong>Contoh Implementasi HR Analytics<\/strong><\/h2>\n<p>HR Analytics merupakan pendekatan berbasis data yang mendukung pengambilan keputusan lebih tepat dalam pengelolaan SDM. Beberapa kasus berikut menunjukkan penerapannya dalam menyelesaikan tantangan SDM:<\/p>\n<h3>1. Ketidaksesuaian talenta dengan kebutuhan posisi<\/h3>\n<p>Dalam proses rekrutmen, perusahaan sering mendapati karyawan baru tidak mampu memenuhi ekspektasi posisi yang dijabat. HR Analytics membantu memetakan karakteristik kandidat yang memiliki performa tinggi dalam peran serupa, lalu menyusun model prediktif untuk menyaring pelamar yang paling cocok.<\/p>\n<p>Dengan cara ini, proses rekrutmen menjadi lebih selektif dan efisien, serta menghasilkan kecocokan yang lebih tinggi antara karyawan dan jabatan.<\/p>\n<h3>2. Tingginya turnover karyawan<\/h3>\n<p>Sebuah perusahaan mengalami tingkat turnover karyawan yang terus meningkat dalam dua tahun terakhir. Melalui HR Analytics, tim HR dapat menganalisis pola keluar-masuk karyawan berdasarkan departemen, usia, masa kerja, dan hasil survei kepuasan.<\/p>\n<p>Hasilnya menunjukkan bahwa karyawan dengan masa kerja kurang dari satu tahun memiliki kemungkinan keluar lebih tinggi karena kurangnya program onboarding yang memadai. Dalam beberapa kasus, perusahaan juga mulai memanfaatkan <a href=\"https:\/\/www.hashmicro.com\/id\/blog\/ai-hr-software\/\">AI HR<\/a> untuk merekomendasikan intervensi retensi secara otomatis.<\/p>\n<h3>3. Penurunan produktivitas tim<\/h3>\n<p>Tim manajemen menyadari adanya penurunan produktivitas dalam salah satu divisi, namun kesulitan mengidentifikasi penyebab pastinya. Melalui HR Analytics, perusahaan menggabungkan data absensi, beban kerja, dan hasil penilaian kinerja untuk menemukan keterkaitan yang signifikan.<\/p>\n<p>Analisis menunjukkan bahwa beban kerja tidak merata dan beberapa anggota tim mengalami kelelahan kerja. Hasil ini mendorong manajemen melakukan redistribusi tugas dan penyesuaian target agar produktivitas kembali stabil.<\/p>\n<h2><strong>Tantangan Implementasi HR Analytics<\/strong><\/h2>\n<p>Meskipun HR Analytics menawarkan banyak manfaat, proses implementasinya tidak selalu berjalan lancar. Berikut beberapa tantangan umum yang terkadang muncul dalam penerapannya di perusahaan:<\/p>\n<ul>\n<li><strong>Keterbatasan kualitas data:<\/strong> Kurangnya data yang lengkap dan konsisten sering menyulitkan analisis yang akurat oleh HR data analyst.<\/li>\n<li><strong>Minimnya literasi data di tim HR:<\/strong> Banyak praktisi HR belum terbiasa menggunakan data sebagai dasar pengambilan keputusan strategis.<\/li>\n<li><strong>Kurangnya dukungan manajemen:<\/strong> Tanpa komitmen dari level eksekutif, penerapan HR Analytics cenderung berjalan lambat dan tidak maksimal.<\/li>\n<li><strong>Kesulitan menentukan KPI yang relevan:<\/strong> Menetapkan indikator yang benar-benar mencerminkan kinerja SDM menjadi tantangan tersendiri dalam proses analisis.<\/li>\n<\/ul>\n<h2><strong>Terapkan HR Analytics dengan Bantuan Software HR HashMicro<\/strong><\/h2>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-168058\" src=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/HR-dashboard-HashMicro.webp\" alt=\"HashMicro HR Dashboard\" width=\"1041\" height=\"529\" srcset=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/HR-dashboard-HashMicro.webp 1041w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/HR-dashboard-HashMicro-300x152.webp 300w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/HR-dashboard-HashMicro-1024x520.webp 1024w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/HR-dashboard-HashMicro-768x390.webp 768w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/HR-dashboard-HashMicro-827x420.webp 827w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/HR-dashboard-HashMicro-150x76.webp 150w, https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/08\/HR-dashboard-HashMicro-696x354.webp 696w\" sizes=\"auto, (max-width: 1041px) 100vw, 1041px\" \/>Kelola kebutuhan HR perusahaan secara lebih strategis dengan <a href=\"https:\/\/www.hashmicro.com\/id\/manajemen-human-resource\">Software HR HashMicro<\/a>, solusi berbasis cloud yang mampu mengintegrasikan seluruh proses pengelolaan SDM dalam satu sistem terpadu. Anda dapat memanfaatkan fitur-fitur otomatis untuk memudahkan analisis, pelaporan, dan evaluasi kinerja tim secara menyeluruh.<\/p>\n<p>HashMicro juga menawarkan <a href=\"https:\/\/www.hashmicro.com\/id\/tour-produk-gratis\/\">demo gratis<\/a> agar Anda bisa mengeksplorasi langsung cara kerja sistem sebelum menentukan pilihan. Dilengkapi Hashy AI, sistem ini membantu menyajikan insight yang cepat dan akurat untuk mendukung keputusan HR yang lebih strategis.<\/p>\n<p>Berikut fitur unggulan yang mendukung pengaplikasian HR Analytics secara efektif melalui HashMicro:<\/p>\n<ul>\n<li><strong>Employee performance management:<\/strong> Pantau dan nilai performa karyawan berdasarkan KPI yang terukur, serta atur program pelatihan untuk peningkatan kinerja.<\/li>\n<li><strong>Recruitment management:<\/strong> Gunakan satu dashboard untuk mengelola seluruh proses rekrutmen, mulai dari pelacakan kandidat hingga penjadwalan wawancara.<\/li>\n<li><strong>Employee database:<\/strong> Simpan, akses, dan kelola data karyawan dengan lebih efisien sebagai dasar analisis dan pengambilan keputusan.<\/li>\n<li><strong>Payroll management:<\/strong> Otomatiskan perhitungan gaji, jam kerja, cuti, dan lembur, guna mendukung keakuratan data dalam analisis SDM.<\/li>\n<li><strong>Attendance Management:<\/strong> Gunakan teknologi face recognition dan GPS untuk memastikan data kehadiran karyawan yang akurat dan bebas manipulasi.<\/li>\n<li><strong>Leaves management:<\/strong> Kendalikan pengajuan cuti secara real-time, lengkap dengan sistem approval yang transparan dan terdokumentasi.<\/li>\n<li><strong>Employee transition management:<\/strong> Atur mutasi, promosi, atau rotasi karyawan dengan alur kerja yang tersistem untuk mendukung perencanaan SDM jangka panjang.<\/li>\n<li><strong>Expense management:<\/strong> Lacak pengeluaran terkait SDM seperti reimbursement dan tunjangan secara otomatis untuk menganalisis efisiensi anggaran.<\/li>\n<\/ul>\n<p>Dengan dukungan sistem HashMicro, perusahaan Anda bisa menjalankan HR Analytics secara lebih presisi, cepat, dan terstruktur. Klik banner harga di bawah ini untuk mengetahui paket dan skema yang sesuai kebutuhan Anda.<\/p>\n<style>\r\n.cta-in-article-image .desktop-banner{\r\n    display: none;\r\n    text-align: center;\r\n}\r\n.cta-in-article-image .desktop-mobile{\r\n    display: block;\r\n    text-align: center;\r\n    width: 100%;\r\n}\r\n\t.cta-in-article a {\r\n\t\tfont-size: 0px !important;\r\n\t\tcolor: #fff; \r\n\t\tpadding: 0px !important; \r\n\t\tborder-radius: 0px !important; \r\n\t\tdisplay: block !important; \r\n\t\ttext-decoration: none; \r\n\t}\r\n\t\r\n\t.cta-in-article {\r\n\t\tmargin: 0px !important;\r\n\t\tpadding: 0px !important;\r\n\t\tbox-shadow: none !important;\r\n\t}\r\n\t\r\n@media (min-width: 650px) {\r\n    .cta-in-article-image .desktop-banner {\r\n        display: block!important;\r\n    }\r\n}\r\n@media (min-width: 650px) {\r\n   .cta-in-article-image .desktop-mobile {\r\n        display: none!important;\r\n    }\r\n}\r\n<\/style>\r\n<div class=\"cta-in-article-image\">\r\n\t<a href=\"https:\/\/www.hashmicro.com\/id\/offer\/download-skema-harga-software-erp?blog&utm_source=blog&medium=banner-article\" target=\"_blank\" rel=\"noopener\">\r\n\t\t<div id=\"desktop-banner-container\">\r\n\t\t\t<div class=\"desktop-banner\">\r\n\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/10\/02.Skema-Harga-web-resized.webp\" alt=\"download skema harga software erp\">\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div id=\"mobile-banner-container\">\r\n\t\t\t<div class=\"desktop-mobile\">\r\n\t\t\t\t<img decoding=\"async\" width=\"372\" height=\"465\" src=\"https:\/\/www.hashmicro.com\/id\/blog\/wp-content\/uploads\/2025\/10\/02.-Skema-Harga-Mobile-372px.webp\" alt=\"download skema harga software erp\">\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t<\/a>\r\n<\/div>\n<h2><strong>Kesimpulan<\/strong><\/h2>\n<p>HR Analytics menjadi kunci dalam menciptakan sistem manajemen SDM yang lebih efisien, akurat, dan berbasis data. Perusahaan mampu memperoleh gambaran menyeluruh tentang tenaga kerja dan menyusun strategi SDM yang lebih tepat sasaran.<\/p>\n<p>Untuk mendukung penerapan HR Analytics secara optimal, Anda dapat memanfaatkan <a href=\"https:\/\/www.hashmicro.com\/id\/manajemen-human-resource\">Software HR HashMicro<\/a> yang sudah dilengkapi fitur lengkap dan teknologi cerdas. Coba <a href=\"https:\/\/www.hashmicro.com\/id\/tour-produk-gratis\/\">demo gratis<\/a>nya sekarang dan optimalkan pengelolaan SDM dengan sistem yang strategis dan terintegrasi.<\/p>\n\n<h2><strong>Pertanyaan Seputar HR Analytics<\/strong><\/h2>\n<ul class=\"bottom_faq\">\n<li>\n<details>\n<summary><strong>Apa yang dimaksud dengan HR Analytics?<\/strong><\/summary>\n<p>HR Analytics adalah pendekatan berbasis data yang perusahaan gunakan untuk memahami, mengukur, dan mengoptimalkan berbagai aspek dalam pengelolaan sumber daya manusia melalui analisis informasi yang relevan.<\/p>\n<\/details>\n<\/li>\n<li>\n<details>\n<summary><strong>Apa keuntungan utama dari menggunakan HR Analytics dalam organisasi?<\/strong><\/summary>\n<p>Keuntungan utamanya mencakup pengambilan keputusan yang lebih objektif dan terukur dalam pengelolaan SDM. Selain itu, HR Analytics membantu perusahaan merancang strategi yang lebih akurat dalam rekrutmen, pengembangan talenta, retensi, dan efisiensi anggaran tenaga kerja.<\/p>\n<\/details>\n<\/li>\n<li>\n<details>\n<summary><strong> Apa itu HR data analyst?<\/strong><\/summary>\n<p>HR data analyst adalah profesional yang mengelola dan menganalisis data SDM untuk mendukung pengambilan keputusan berbasis bukti. Perannya membantu perusahaan memahami tren tenaga kerja dan mengevaluasi efektivitas kebijakan HR secara lebih strategis.<span style=\"font-family: Verdana, BlinkMacSystemFont, -apple-system, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Open Sans', 'Helvetica Neue', sans-serif;\">\u00a0<\/span><\/p>\n<\/details>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Pengambilan keputusan dalam pengelolaan SDM kini tak bisa lepas dari peran data. HR Analytics hadir sebagai pendekatan modern yang membantu perusahaan memahami dinamika tenaga kerja secara menyeluruh dan terarah. Melalui analisis data yang tepat dan didukung oleh penggunaan software HR sebagai solusi terintegrasi, Anda dapat merancang strategi HR yang lebih efisien, akurat, dan relevan dengan [&hellip;]<\/p>\n","protected":false},"author":218,"featured_media":168065,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[6],"tags":[],"class_list":{"0":"post-168043","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-hrm"},"acf":{"post_reviewer":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.1 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Memahami HR Analytics: Pengertian dan Prosesnya<\/title>\n<meta name=\"description\" content=\"HR Analytics adalah analisis data untuk membantu perusahaan mengambil keputusan strategis dalam pengelolaan sumber daya 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