{"id":50422,"date":"2026-02-10T09:00:22","date_gmt":"2026-02-10T08:00:22","guid":{"rendered":"https:\/\/www.sqorus.com\/?p=50422"},"modified":"2026-02-10T09:00:47","modified_gmt":"2026-02-10T08:00:47","slug":"hr-data-quality-guarantee-reliable-data-strategic-decisions","status":"publish","type":"post","link":"https:\/\/www.sqorus.com\/en\/hr-data-quality-guarantee-reliable-data-strategic-decisions\/","title":{"rendered":"HR Data Quality: how can you guarantee reliable data for your strategic decisions?"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;0px|0px|0px|0px&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;0px|||||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; custom_padding=&#8221;||5%||false|false&#8221; inline_fonts=&#8221;Roboto&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>In the age of <a href=\"https:\/\/www.sqorus.com\/en\/hr-transformation-consulting\/\" title=\"Digital HR Transformation\">digital transformation<\/a>, HR departments are juggling ever-greater volumes of data: recruitment, <a href=\"https:\/\/www.sqorus.com\/en\/business-solutions\/administrative-management-atm-payroll\/\" title=\"our expertise in administrative management &amp; payroll\">payroll<\/a>, training, <a href=\"https:\/\/www.sqorus.com\/en\/business-solutions\/talent-management-hr-performance\/\" title=\"Our expertise in talent management\">talent management<\/a>&#8230; data is everywhere. Yet the question remains: can we really rely on it? <\/p>\n<p>With the multiplication of Data projects, data volumes are increasing, duplicating, crossing and multiplying a hundredfold&#8230;<\/p>\n<p>In this article, we propose to take a step back and get back to basics: <strong>Data Quality<\/strong>. Because before dashboards, strategy meetings and decisions, there&#8217;s the source. And a decision is only relevant if the data on which it&#8217;s based is reliable, consistent and of the highest quality.  <\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; custom_padding=&#8221;||||false|false&#8221; inline_fonts=&#8221;Roboto&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>What is HR Data Quality?<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; custom_padding=&#8221;||||false|false&#8221; inline_fonts=&#8221;Roboto&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>According to market standards (ADP, <strong>HRIS publishers<\/strong>, etc.), data quality is based on several key dimensions that guarantee its reliability and usability in business and decision-making processes:<\/p>\n<ul>\n<li><strong>Accuracy<\/strong>: does the data reflect operational reality?<\/li>\n<li><strong>Completeness<\/strong>: are all required fields filled in?<\/li>\n<li><strong>Consistency<\/strong>: is the information identical between HRIS, payroll and the talent management tool?<\/li>\n<li><strong>Up to date<\/strong>: is the data updated in real time?<\/li>\n<li><strong>Accessibility and traceability<\/strong>: is the data available to the right players with a clear history?<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; custom_padding=&#8221;||||false|false&#8221; inline_fonts=&#8221;Roboto&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Why is data quality the driving force behind HR strategy?<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; custom_padding=&#8221;||5%||false|false&#8221; inline_fonts=&#8221;Roboto&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>In the HR context, these criteria are essential, as HR data is by nature sensitive. Poor data quality is not just an IT problem, it&#8217;s a major business risk. <\/p>\n<ul>\n<li><strong>Impact on payroll and compliance<\/strong>: a data entry error can lead to labor disputes or regulatory non-compliance (GDPR, social declarations).<\/li>\n<li><strong>Reliability of social monitoring<\/strong>: how can you monitor turnover rates or gender equality if the basic data are corrupted?<\/li>\n<li><strong>Employee experience<\/strong>: inaccurate information (wrong job title, wrong onboarding) undermines employees&#8217; trust in the company.<\/li>\n<\/ul>\n<p><strong>Data Quality<\/strong> is therefore not a purely technical subject: it&#8217;s a strategic lever for <strong>HR and Data projects<\/strong>.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;0px|||||&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; background_color=&#8221;#f7fbff&#8221; custom_margin=&#8221;||10%||false|false&#8221; custom_padding=&#8221;5%|5%|5%|5%|true|true&#8221; border_radii=&#8221;on|23px|23px|23px|23px&#8221; inline_fonts=&#8221;Roboto&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>6 Councils to guarantee the quality of your HR data<\/h2>\n<p>Without clear, shared practices, it&#8217;s difficult to turn your data into a lasting asset. Here are the essential best practices for guaranteeing the quality of your <a href=\"https:\/\/www.sqorus.com\/en\/data-analytics\/hr-data-ai\/\" title=\"Our HR Data expertise\">HR data<\/a>. <\/p>\n<p>&nbsp;<\/p>\n<h3>1. Define clear data governance<\/h3>\n<p>A central point is to define clear <a href=\"https:\/\/www.sqorus.com\/en\/governance\/\" title=\"Our governance expertise\">governance<\/a> of <strong>HR data<\/strong>, identifying :<\/p>\n<ul>\n<li>data owners (business managers),<\/li>\n<li>data stewards (operational quality guarantors)<\/li>\n<li>And HR &amp; IT synergy: by clarifying the roles of HR, IT and Data, and blurring the boundaries between technical and functional responsibilities.<\/li>\n<\/ul>\n<p><strong><\/strong><\/p>\n<p><strong>These other points will revolve around this governance:<\/strong><\/p>\n<p><strong><\/strong><\/p>\n<h3>2. Impose quality on data collection<\/h3>\n<p>Quality starts at the source. You need to restrict data entry in your <a href=\"https:\/\/www.sqorus.com\/en\/hr-solutions\/\" title=\"Our HRIS expertise\">HRIS tools<\/a> via : <\/p>\n<ul>\n<li>Input controls in <strong>HRIS tools<\/strong><\/li>\n<li>Mandatory fields and validation rules<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>3. Implement automated quality controls<\/h3>\n<ul>\n<li>Completeness, consistency and uniqueness rules<\/li>\n<li>Detecting anomalies and duplicates<\/li>\n<li><strong>Data Quality<\/strong> monitoring dashboards<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>4. Standardize definitions and reference systems<\/h3>\n<ul>\n<li>Set up an <strong>HR data<\/strong> glossary to ensure that everyone speaks the same language<\/li>\n<li>Sharing unique repositories<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>5. Working on lineage and traceability<\/h3>\n<ul>\n<li>Document the entire data lifecycle<\/li>\n<li>Facilitate incident analysis and audits<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>6. A long-term approach to data quality<\/h3>\n<ul>\n<li>Regular monitoring of quality indicators &amp; continuous improvement<\/li>\n<li><strong>Data training<\/strong> for HR teams<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; custom_padding=&#8221;||||false|false&#8221; inline_fonts=&#8221;Roboto&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Conclusion: make data a performance asset<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; custom_padding=&#8221;||5%||false|false&#8221; inline_fonts=&#8221;Roboto&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Before producing ever more sophisticated reports, let&#8217;s get back to basics: the <strong>quality of HR data<\/strong>.<\/p>\n<p>By implementing <strong>Data Quality best practices<\/strong>, we can secure today&#8217;s decisions and build tomorrow&#8217;s HR performance. Reliable data is the only possible foundation for a truly fact-driven <strong>HR strategy<\/strong>. <\/p>\n<p>Would you like to increase the reliability of your data capital and <strong>optimize your HRIS? <\/strong>Expert support is often the key to overcoming technical and organizational obstacles. SQORUS supports <strong>HR Departments<\/strong> in implementing their <strong>Data strategy<\/strong>, from governance to technological tools. <\/p>\n<p>Contact the SQORUS experts today for a diagnosis of the <strong>quality of your HR data<\/strong>.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row custom_padding_last_edited=&#8221;on|desktop&#8221; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#20299f&#8221; background_image=&#8221;https:\/\/www.sqorus.com\/wp-content\/uploads\/2024\/06\/Bandeau-LB-Strategie-Data-RH.png&#8221; background_size=&#8221;contain&#8221; background_position=&#8221;center_right&#8221; width=&#8221;100%&#8221; width_tablet=&#8221;90%&#8221; width_phone=&#8221;90%&#8221; width_last_edited=&#8221;on|phone&#8221; custom_margin=&#8221;||3%||false|true&#8221; custom_padding=&#8221;50px|400px|50px|55px|true|false&#8221; custom_padding_tablet=&#8221;50px|55px|50px|55px|true|true&#8221; custom_padding_phone=&#8221;40px|55px|40px|55px|true|true&#8221; background_last_edited=&#8221;on|phone&#8221; background_enable_image_tablet=&#8221;off&#8221; border_radii=&#8221;on|23px|23px|23px|23px&#8221; global_module=&#8221;43299&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text module_class=&#8221;Titre_40 Titre_blanc&#8221; _builder_version=&#8221;4.24.0&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;30px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>HR Data strategy: what if we accelerated?<\/h2>\n<p>[\/et_pb_text][et_pb_text module_class=&#8221;FondBleu&#8221; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#d6d8f4&#8243; text_line_height=&#8221;30px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Imagine a world where the HR function is propelled into a new dimension thanks to the power of data. What if this world were within our reach? Discover how to harness the full potential of HR Data to revolutionize your organization.<\/p>\n<p>[\/et_pb_text][et_pb_button button_url=&#8221;https:\/\/www.sqorus.com\/en\/ebook-hr-data-strategy-what-if-we-accelerated\/&#8221; button_text=&#8221;Download&#8221; button_alignment=&#8221;left&#8221; button_alignment_tablet=&#8221;center&#8221; button_alignment_phone=&#8221;center&#8221; button_alignment_last_edited=&#8221;on|tablet&#8221; admin_label=&#8221;Bouton de t\u00e9l\u00e9chargement&#8221; module_class=&#8221;Bouton Fond_blanc&#8221; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;15px&#8221; button_text_color=&#8221;#f36145&#8243; button_bg_color=&#8221;#FFFFFF&#8221; button_border_width=&#8221;1px&#8221; button_border_color=&#8221;#f36145&#8243; button_border_radius=&#8221;50px&#8221; button_font=&#8221;||||||||&#8221; button_use_icon=&#8221;off&#8221; custom_margin=&#8221;20px||||false|false&#8221; custom_padding=&#8221;13px|25px|13px|25px|false|false&#8221; custom_css_free_form=&#8221;selector:hover{||  background-color: #FFF6F5 !important;||}&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Section &#8211; Blog &#8211; Cta Actu&#8221; module_class=&#8221;Fond_bleu Fond_icone&#8221; _builder_version=&#8221;4.27.0&#8243; custom_margin=&#8221;5rem||5rem||true|true&#8221; custom_margin_tablet=&#8221;4rem|40px|4rem|40px|true|true&#8221; custom_margin_phone=&#8221;|20px||20px|false|true&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;3rem||3rem||true|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row make_equal=&#8221;on&#8221; admin_label=&#8221;Text block&#8221; module_class=&#8221;LargeurBox&#8221; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; animation_style=&#8221;fade&#8221; locked=&#8221;off&#8221; collapsed=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;|9rem||9rem|false|true&#8221; custom_padding_tablet=&#8221;|0rem||0rem|false|true&#8221; custom_padding_phone=&#8221;|0rem||0rem|false|true&#8221; custom_padding_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;Sous-titre&#8221; module_class=&#8221;SousTitre&#8221; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_orientation=&#8221;center&#8221; custom_margin=&#8221;||10px||false|false&#8221; text_orientation_tablet=&#8221;&#8221; text_orientation_phone=&#8221;center&#8221; text_orientation_last_edited=&#8221;on|tablet&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Contact<\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Titre &#8211; H2&#8243; module_class=&#8221;Titre_40&#8243; _builder_version=&#8221;4.26.1&#8243; _module_preset=&#8221;default&#8221; text_orientation=&#8221;center&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>A project? A request?A question?<\/h2>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Texte&#8221; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#d2d4ec&#8221; text_orientation=&#8221;center&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Contact us today and find out how we can work together to make your company&#8217;s digital future a reality.<\/p>\n<p>[\/et_pb_text][et_pb_button button_url=&#8221;https:\/\/www.sqorus.com\/en\/contact\/&#8221; button_text=&#8221;Contact SQORUS&#8221; button_alignment=&#8221;center&#8221; module_class=&#8221;Bouton fond_orange&#8221; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;30px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Can you really trust your HR data? Find out why Data Quality is the foundation of all relevant strategic decisions. <\/p>\n","protected":false},"author":68,"featured_media":50421,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","content-type":"","_ayudawp_aiss_exclude":false,"_ayudawp_aiss_summary":"","_ayudawp_aiss_summary_provider":"","_ayudawp_aiss_summary_hash":"","footnotes":""},"categories":[356],"tags":[],"metiers":[226],"sujet":[218],"class_list":["post-50422","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-rh","metiers-hr","sujet-data-ia-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>HR Data Quality: how reliable is your HR data? - SQORUS<\/title>\n<meta name=\"description\" content=\"Can you really trust your HR data? 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