【美国】教育科技初创公司Pete获得一笔未披露金额的融资，用于发展其AI劳动力培训平台
总部位于奥兰多的教育科技初创公司 PETE (pete.com) 很荣幸地宣布，由Charlie Lewis领导的 BlueWave Investment Partners 成为支持这家冉冉升起的初创公司的最新投资团体。
PETE 由奥兰多首家独角兽公司 Stax 的联合创始人 Jacques Fu 和 Full Sail 大学新兴技术部前副总裁 Luis Garcia 创立。自 2023 年 6 月推出以来，PETE 已迅速获得认可，成为人工智能驱动的学习解决方案的领导者，与奥兰多市 SC、奥兰多市和 Addition Financial 等知名客户开展了合作。这些合作关系反映了当地社区的信心和支持，他们将 PETE 视为改变劳动力学习和发展的关键角色。
“佩特公司联合创始人兼总裁Luis Garcia说："我们很荣幸能得到奥兰多社区的支持，继续推动劳动力培训的发展。“我们从奥兰多市和奥兰多市南安普顿这样的早期客户那里获得的支持，以及 Charlie 领导人的投资，表明了对我们产品的信心，也反映了奥兰多科技生态系统的潜力。我们很高兴能借助这一势头，继续为当地社区的发展和创新做出贡献。
PETE 平台拥有一套全面的人工智能工具，可简化课程创建并提高学习效果。其中包括一个强大的技能模拟引擎，可提供交互式角色扮演场景和个性化反馈。从入职培训到合规培训，PETE 提供了一套完整的学习解决方案，旨在优化培训计划并最大限度地提高培训效果。
BlueWave Investment Partners 创始人Charlie Lewis是奥兰多科技界的活跃人物，他也对这个新篇章充满热情： “PETE 充分体现了奥兰多科技界的特点--创新、合作和发展。自 2014 年创立 BlueWave Investment Partners 以来，我们一直专注于扩展初创企业和支持新企业。PETE 是一个光辉的典范，它证明了当伟大的想法遇到一个繁荣的生态系统的支持时，一切皆有可能。我很高兴能参与他们的发展历程。
关于PETE
PETE 由 Jacques Fu 和 Luis Garcia 创立，专注于人工智能驱动的学习平台，能够开发人工智能驱动的课程，用于满足从入职培训到法规遵从、产品知识、技术技能等各种培训需求。
入职培训
2024年10月16日
入职培训
【HR术语】什么是学习管理系统？（What is a learning management system?）
什么是学习管理系统？
学习管理系统（LMS）是公司用来培训和教育员工、客户和业务伙伴的一种软件。传统的工作培训计划需要亲自参加，耗时数小时或数天。但 LMS 技术简化了这一学习过程。
它为教育内容提供一站式服务，提供包括视频、程序、课程、测验和指南在内的学习选项。这些内容可以是实时的，也可以是录制的，因此身处不同地点、时区和公司的个人都能轻松获取。公司使用 LMS 的目的是:
创建信息内容
在集中的数字位置组织内容
将内容直接发送给目标受众
监控学习进度
促进学习协作
人力资源领导为什么要关注学习管理系统？
学习管理系统软件提供定制化的信息内容，以吸引、激励和培养员工，同时提高生产率和员工保留率。学习管理系统可促进员工的专业成长，推动公司实现业务目标。学习管理系统可以优化人力资源功能，例如：
工作和合规培训
入职培训
技能差距分析
学习与发展
常见的学习管理系统功能和组件
学习管理系统因组织的需求而异。它们提供各种功能，旨在增强学习体验和简化管理任务。
一些常见的功能和组件包括:
用户管理。管理员可以管理用户配置文件、角色和权限，以便学习者可以访问适当的课程和材料。
课程创建。教师可以创建、组织和提供课程。他们可以上传不同类型的内容、设置作业和管理评分。
报告和分析。LMS 可提供有关学员进度、完成率和评估结果的数据，帮助管理员做出明智的决策。
设备兼容性。许多 LMS 都对移动设备友好，学习者可以使用智能手机和平板电脑访问内容和参与课程。
学习管理系统的类型
学习管理系统有多种不同类型：
企业 LMS。专为员工培训和发展而设计，具有合规跟踪、技能差距分析和绩效管理等功能。
开源 LMS。这些平台可定制且免费使用，为希望根据自身具体需求定制系统的组织提供了灵活性。
基于云的 LMS。这些在线学习管理系统由云端托管，具有可扩展性，可从任何有互联网连接的地方进行访问。
托管式 LMS。企业可以将这些 LMS 平台安装在本地服务器或硬件上，从而实现完全控制。
学习管理系统如何工作？
学员和教师可以通过创建用户账户访问企业的学习管理系统。
这些平台可能有预建课程，也可能允许企业轻松创建自己的课程。教师在平台上为学员上传课程资料，如文本、视频、测验和作业。
LMS 通常会生成关于学习者表现和课程效果的报告，因此管理层可以跟踪学习进度。管理员可以利用这些数据进行改进。
如何选择最佳学习管理系统
确定目标。明确概述学习目标和预期成果。
评估可扩展性。考虑 LMS 能否满足您当前和未来的需求。
考虑预算。确定 LMS 的预算，包括初始设置成本和持续维护费用。
确保用户界面友好。确保 LMS 为管理员和学员提供直观的界面。易用性是采用的关键。
检查内容兼容性。检查 LMS 是否支持您计划提供的内容类型，如多媒体和互动元素。
测试集成能力。如果计划将 LMS 与其他系统集成，请确保它能与这些系统协同工作。
评估 LMS 培训和支持。评估不同学习管理系统供应商提供的培训和支持水平。
如何成功实施学习管理系统
明智选择。由于学习管理系统的数量多得令人眼花缭乱，人力资源领导者必须重点考虑为什么要采用学习管理系统，以及学习管理系统将如何帮助他们实现目标。此外，了解不同的学习风格有助于领导者选择一个能促进员工成长和提高绩效的项目。
在内部推广 LMS。要想从 LMS 中获益，每个人都必须参与进来。人力资源专业人员可以采用不同的方法来激励专业人员使用 LMS，例如游戏化、激励措施，以及提前几个月让他们做好使用新 LMS 的准备。
收集反馈。员工的反馈意见至关重要，因为了解团队成员喜欢和不喜欢 LMS 的哪些方面，人力资源领导者就能对 LMS 进行调整，使其更加个性化和用户友好。
与管理人员沟通。为鼓励员工顺利过渡到 LMS，应与管理人员保持定期沟通。支持他们适应和调整新的 LMS，有助于他们带领团队接受新系统。
将 LMS 与传统学习相结合。不应忽视标准的面对面培训。例如，互动式小组研讨会和在职培训仍然很有价值，而且可能正是团队成员所需要的学习方式。人力资源领导者可以使用学习管理系统来补充传统的学习方法，并监控专业人员的学习进度。
学习管理系统如何改善企业文化？
让专业人员发展自己的知识和技能，可以培养工作场所的意义，提高他们的绩效，提升他们对公司的价值。支持员工发展可以让公司建立学习文化，促进业务增长，同时跟上瞬息万变的工作世界。
学习管理系统实例和用例
人力资源学习管理系统用途广泛。以下是一些与 HiBob 集成的平台示例及其部分功能：
360 学习。一个协作式学习平台，可帮助创建个性化的入职体验。
Learnster。一个具有多种用途的 LMS，包括合规性培训，使团队成员了解最新的法律要求和行业标准。
Learn Amp。支持学习和发展的平台。它通过提供具有明确发展路线的发展计划，帮助企业留住顶尖人才。
Auzmor。一个 LMS，专门通过预建和定制课程来提高组织专业人员的技能。
eloomi. 该平台帮助企业创建在线培训学院，提高员工参与度和客户满意度。
学习管理系统的未来趋势
说到 LMS，有几种未来趋势将重塑专业人员的学习与发展：
人工智能和个性化。学习管理系统中的人工智能将提供个性化的学习路径、建议和即时评估，从而节省教员的时间。
微学习。人们的注意力只会越来越短。简短、集中的内容模块将成为常态，以迎合学习者繁忙的日程安排。
增强现实（AR）和虚拟现实（VR）。AR 和 VR 技术将增强身临其境的学习体验。
社交学习。学习管理系统中的社交功能，如与社交媒体、聊天功能和论坛的集成，将使团队成员更容易合作和分享知识。
从学习管理系统中获益
LMS 在培训组织的专业人员及其客户和业务合作伙伴方面可以发挥关键作用。通过了解选择标准和新兴趋势，以及常见的 LMS 类型及其功能，企业将能充分获得学习与发展的好处。
以下为文章原文：
What is a learning management system?
A learning management system (LMS) is a type of software that companies use to train and educate employees, clients, and business partners. Traditionally, work training programs would take place in person over a few hours or days. But LMS technology streamlines this learning process.
It provides a one-stop shop for educational content, offering learning options including videos, programs, courses, quizzes, and guides. The content can be live or recorded so individuals in different locations, time zones, and companies can easily access it. Companies use LMSs to:
Create informational content
Organize it in a centralized digital location
Deliver it directly to the targeted audience
Monitor learning progress
Facilitate learning collaboration
Why should HR leaders care about a learning management system?
Learning management system software provides customized, informative content to engage, motivate, and develop the workforce while boosting productivity and retention. An LMS promotes professional growth in the workforce—propelling the company forward toward reaching its business goals. LMSs can optimize HR functions such as:
Job and compliance training
Onboarding
Skills gap analysis
Learning and development
Common learning management system features and components
LMSs vary depending on the needs of the organization. They offer a wide range of features designed to enhance the learning experience and streamline administrative tasks.
Some common features and components include:
User management. Administrators can manage user profiles, roles, and permissions so that learners have access to the appropriate courses and materials.
Course creation. Instructors can create, organize, and deliver courses. They can upload different types of content, set assignments, and manage grading.
Reporting and analytics. An LMS provides data on learner progress, completion rates, and assessment results, helping administrators make informed decisions.
Device compatibility. Many LMSs are mobile-friendly, allowing learners to access content and participate in courses using smartphones and tablets.
Types of learning management systems
There are a number of different types of LMS:
Corporate LMSs. Tailored for employee training and development, they include features like compliance tracking, skills gap analysis, and performance management.
Open-source LMSs. These platforms are customizable and free to use, providing flexibility for organizations that want to tailor the system to their specific needs.
Cloud-based LMSs. The cloud hosts these online learning management systems, offering scalability and accessibility from anywhere with an internet connection.
Hosted LMSs. Organizations can install these LMS platforms on local servers or hardware, giving them full control.
How do learning management systems work?
Learners and instructors can access an enterprise’s learning management system by creating user accounts.
These platforms may have pre-built courses or may allow organizations to easily build their own. Instructors upload course materials for learners on the platform, such as text, videos, quizzes, and assignments.
An LMS usually generates reports on learner performance and course effectiveness, so management can track progress. Administrators can use this data to make improvements.
How to choose the best learning management system
Define your objectives. Clearly outline your learning objectives and the desired outcomes.
Assess scalability. Consider whether the LMS can accommodate your current and future needs.
Consider your budget. Determine your budget for the LMS, including initial setup costs and ongoing maintenance fees.
Ensure a user-friendly interface. Ensure that the LMS has an intuitive interface for both administrators and learners. Usability is crucial for adoption.
Check content compatibility. Check that the LMS supports the types of content you plan to deliver, such as multimedia and interactive elements.
Test integration capabilities. If you plan to integrate the LMS with other systems, make sure it’s able to work with them.
Assess LMS training and support. Evaluate the level of training and support provided by different learning management system vendors.
How to successfully implement a learning management system
Choose wisely. Because there are a dizzying number of LMSs, HR leaders must focus on why they want to incorporate an LMS and how it will help them reach their goals. What’s more, understanding different learning styles helps leaders select a program that will promote growth and higher performance among the workforce.
Promote the LMS internally. To reap the benefits of an LMS, everyone must be on board. HR professionals can incorporate different methods to motivate professionals to use the LMS, such as gamification, incentives, and preparing them for the new LMS a few months ahead of time.
Gather feedback. Employee feedback is crucial, as understanding what team members like and dislike about the LMS enables HR leaders to adjust the LMS to be more personalized and user-friendly.
Check in with managers. To encourage a smooth transition into the LMS, maintain regular communication with managers. Supporting their adaptation and adjustment to the new LMS will help them lead their teams to embrace the new system.
Fuse the LMS with traditional learning. Standard, in-person training shouldn’t be disregarded. For example, interactive group workshops and on-the-job training are still worthwhile and may be just the learning style team members need. HR leaders can use an LMS to complement traditional learning methods and monitor the progress of professionals.
How can a learning management system improve company culture?
Enabling professionals to develop their knowledge and skills can nurture meaning in the workplace, improve their performance, and boost their value to the company. Supporting employee development allows companies to build a learning culture that facilitates business growth while keeping up with the rapidly changing world of work.
Learning management system examples and use cases
An HR learning management system can have a wide range of uses. Below are some examples of platforms that integrate with HiBob and some of their capabilities:
360learning. A collaborative learning platform that can help with creating a personalized onboarding experience.
Learnster. An LMS with a variety of uses including compliance training that keeps team members up to date with legal requirements and industry standards.
Learn Amp. A platform that supports learning and development. It’s helped organizations retain top talent by offering development programs with clear routes for progression.
Auzmor. An LMS that specializes in upskilling an organization’s professionals with both pre-built and custom courses.
eloomi. A platform that has helped businesses create online training academies that improve employee engagement and customer satisfaction.
Future trends in learning management systems
When it comes to LMSs, there are several future trends that will reshape learning and development for professionals:
AI and personalization. AI in LMSs will offer personalized learning paths, recommendations, and instant assessments—saving instructors time.
Microlearning. Attention spans are only getting shorter. Brief, focused content modules will become the norm, catering to learners’ busy schedules.
Augmented Reality (AR) and Virtual Reality (VR). AR and VR technologies will enhance immersive learning experiences.
Social learning. Social features within LMSs, such as integration with social media, chat functions, and forums will make it easier for team members to collaborate and share knowledge.
Reap the benefits of a learning management system
LMSs can play a pivotal role in training an organization’s professionals as well as its customers and business partners. By understanding selection criteria and emerging trends, along with common types of LMSs and their features, organizations will be able to fully reap the benefits of learning and development.
入职培训
2024年03月04日
入职培训
【HR术语】什么是员工终身价值？（What is employee lifetime value？）
什么是员工终身价值（ELTV）？
员工终生价值（ELTV）是组织用来评估团队成员在整个员工生命周期内的财务价值的指标。
与评估客户在整个关系中为企业带来的价值的客户终身价值（CLV）类似，ELTV 侧重于团队成员通过其技能、想法和文化契合所产生的价值。
为什么衡量 ELTV 很重要？
ELTV能让人力资源专业人员深入了解是什么阻碍了员工充分发挥其生产潜力。这种洞察力可以帮助人力资源领导者制定措施，激励团队成员更多地参与工作，从而最大限度地提高团队成员对公司的贡献。
这些举措反过来又会提高团队成员的ELTV。通过衡量这些计划的进展情况，人力资源专业人员可以证明以人为本的投资回报率，从而更容易获得公司利益相关者的支持，并鼓励进一步进行以人为本的投资。
员工终身价值公式
您可以使用下面的公式计算 ELTV：
ELTV =（团队成员的平均年收入）x（团队成员的平均任期）
通过这个公式，您可以基本了解一个人的 ELTV。不过，为了更清楚地了解情况，还需要考虑以下因素：
生产率和绩效。评估专业人员的生产力、绩效以及对公司目标的整体影响。
留住人才。任期越长，往往意味着知识和经验越丰富，对企业的潜在价值越大。
培训和发展成本。考虑团队成员在整个任期内的培训投资。
薪酬和福利。考虑您为个人提供的整体薪酬方案，包括工资、奖金和福利。
对公司文化的贡献。认可个人在塑造和提升公司文化、促进团队合作以及为工作环境做出积极贡献方面的作用。
如何提高 ELTV
您可以通过应对员工生命周期中的主要挑战来提高 ELTV：缩短生产时间和提高员工保留率。
缩短生产时间
在员工生命周期的开始阶段，新员工需要一段时间来熟悉自己的角色，并充分发挥生产力。
通过缩短生产时间，企业可以帮助新员工在更长的时间内创造最大价值。
缩短产出时间的策略包括改进以下方面：
招聘。全面的招聘流程和有吸引力的福利待遇可确保您招聘到具备适当技能、资质和经验的顶尖人才，从而更快地实现全员生产率。
入职前培训。通过有效的入职前培训，新员工可以在开始工作前处理必要的行政事务，从而迅速提高工作效率。
入职培训。清晰高效的入职流程有助于新员工尽快熟悉自己的角色。
实施留用战略
留住员工的策略可以延长员工生命周期中生产力最高的时期，鼓励他们在贵组织工作更长的时间。
挽留战略可包括：
投资于学习和发展。提供技能发展和持续学习的途径，不仅能充实员工队伍，还能提高他们的士气和敬业精神。
营造积极的工作环境。培养重视多样性、包容性和幸福感的工作场所文化。心情愉悦的员工往往能在组织中待得更久，并能更有效地为组织目标做出贡献。
表彰和奖励优秀。无论是通过奖金、晋升还是公开表彰，赞赏都会大大有助于降低员工流失率和提高 ELTV。
HCM如何改善Amdaris的ELTV
Amdaris 是一家软件开发公司，面临着员工队伍迅速扩大的挑战。他们需要一套人力资源系统，帮助他们在整个员工生命周期内实现流程自动化并加以改进。
通过使用 Bob HCM，Amdaris 能够收集准确的数据，并根据增长率、离职率和平均任期等各种关键绩效指标洞察趋势。
通过这些数据，Amdaris 的管理层清楚地了解了他们的员工及其需求。有了Bob，他们能够创建吸引人的入职前和入职流程，帮助缩短新员工的生产时间。
Bob还使他们能够定期从团队成员那里获得反馈，为留住人才的策略提供依据，从而有机会提高 ELTV。
成功的重要衡量标准
衡量ELTV 可以让您深入了解组织的员工以及帮助他们取得成功的因素。这些洞察力可帮助您实施人力资源计划，使公司发生显著变化。
在向公司利益相关者证明新举措或人力资本管理的投资回报率时，ELTV也很有用。
当企业认识到并培养每个员工所带来的价值时，他们就建立了一种培养人才、推动发展并确保长期成功的文化。
以下为文章原文：
What is employee lifetime value (ELTV)?
Employee lifetime value (ELTV) is a metric organizations use to evaluate the financial value of a team member throughout the employee lifecycle.
Similar to customer lifetime value (CLV), which assesses the value a customer brings to a business throughout their entire relationship, ELTV focuses on the value a team member generates through their skills, ideas, and cultural alignment.
Why is it important to measure ELTV?
ELTV gives HR professionals insight into what could be inhibiting their people from reaching their full productive potential. This kind of insight helps HR leaders put initiatives in place that create incentives for team members to engage more with their work, therefore maximizing the contributions of team members to the company.
These initiatives boost team members’ ELTV in turn. By measuring the progress of these programs, HR professionals can demonstrate the ROI of people-focused investments, making it easier to gain buy-in from company stakeholders and encouraging further people-focused investment.
Employee lifetime value formula
You can use the formula below to calculate ELTV:
ELTV = (Average yearly revenue generated of team member) x (Average tenure of team member)
This equation can give you a basic understanding of a person’s ELTV. However, to get a clearer picture, it’s helpful to also consider the following factors:
Productivity and performance. Assessing a professional’s productivity, performance, and overall impact on the company’s goals.
Retention. Longer tenure often implies more knowledge, experience, and potentially greater value for the organization.
Training and development costs. Factoring in the investment made in training a team member throughout their tenure.
Salary and benefits. Considering the total compensation package you provide to the individual, including salary, bonuses, and benefits.
Contribution to company culture. Recognizing a person’s role in shaping and enhancing the company culture, fostering teamwork, and contributing positively to the work environment.
How to improve ELTV
You can improve ELTV by addressing the main challenges of the employee lifecycle: reducing time-to-productivity and increasing the employee retention rate.
Reduce time-to-productivity
At the beginning of the employee lifecycle, it takes time for a new hire to become familiar with their role and reach full productivity.
By reducing time-to-productivity, an organization is helping a new hire produce the most value for a longer period of time.
Strategies to reduce time-to-productivity include improving:
Recruitment. A thorough recruitment process and attractive benefits packages ensure you’re hiring top talent with the right skills, qualifications, and experience to reach full productivity faster.
Preboarding. With effective preboarding, new hires can quickly become productive by taking care of the necessary admin before starting work.
Onboarding. Having a clear and efficient onboarding process helps new hires familiarize themselves with their roles sooner.
Implement retention strategies
Retention strategies extend your people’s period of peak productivity in the employee lifecycle by encouraging them to stay at your organization for a longer period of time.
Retention strategies could include:
Investing in learning and development. Providing avenues for skill development and continuous learning not only enriches your workforce but also boosts their morale and dedication.
Fostering a positive work environment. Cultivate a workplace culture that values diversity, inclusivity, and wellbeing. A happy workforce tends to stay longer and contributes more effectively to the organization’s goals.
Recognizing and rewarding excellence. Whether through bonuses, promotions, or public recognition, appreciation goes a long way toward reducing employee turnover and increasing ELTV.
How an HCM improved Amdaris’ ELTV
Amdaris, a software development company, faced challenges with a rapidly expanding workforce. They needed an HR system that could help them automate and improve processes throughout the employee lifecycle.
By using the Bob HCM, Amdaris was able to gather accurate data that gave them insights into trends based on a wide range of KPIs, such as growth rate, turnover rate, and average tenure.
Through this range of data, Amdaris’ management had a clear understanding of their people and what they needed. With Bob, they were able to create engaging preboarding and onboarding processes that helped reduce time-to-productivity for new hires.
Bob also allowed them to get regular feedback from team members to inform retention strategies—giving them the chance to increase ELTV.
An essential metric for success
Measuring ELTV can give you key insights into your organization’s people and the factors that help them succeed. These insights help you implement HR initiatives that make a significant difference to your company.
ELTV can also prove useful when justifying new initiatives or an HCM’s ROI to company stakeholders.
When organizations recognize and nurture the value each of their people brings to the table, they establish a culture that fosters talent, drives growth, and secures long-term success.
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2024年02月27日
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【HR术语】什么是人力分析？（What is people analytics?）
什么是人力分析？
人力分析是一种以数据为导向的方法，旨在改进有关团队成员和客户的业务决策。人力分析并不完全依赖直觉或传闻经验，而是为人力资源领导者提供全面的数据，以做出有据可依的战略决策。
人力分析整合了人力资源信息系统软件，以收集和检查大量信息，预测趋势，并提供与员工生命周期不同阶段相关的宝贵见解。人力分析也被称为人才分析，公司利用人力分析将合适的人才匹配到合适的岗位上。
人力分析为何重要？
人力分析可对数据进行评估，以加强以下方面的工作：
招聘和录用
入职培训
劳动力规划
薪酬实践
留住人才
绩效
生产力
参与
不仅仅是人力资源部门，所有部门都开始采用人才分析功能。这种转变预示着人力资源自动化程度的提高： 人力资源领导者必须做好迎接这些变化的准备，以提供最新、准确的结果。
利用人力资源自动化工具，人力资源领导者可以做出明智的决策，提升员工体验，促进公司目标的实现。在竞争激烈、不进则退的市场中，人力资源领导者必须表现出灵活性，不断适应工作场所的创新。
人力分析实例
人力资源中的人力分析包括员工生命周期的各个方面。人力分析的例子包括:
流失预测。这包括分析历史数据，找出导致团队成员流失的模式和因素，使您有能力预测哪些员工有离职风险。
招聘优化。人力分析有助于改进招聘方法，以吸引和留住顶尖人才。
绩效分析。这包括评估关键绩效指标（KPI）、目标实现情况和能力评估等绩效数据，以获得有助于识别高绩效人才及其成功因素的见解。
员工参与度。调查数据和情感分析有助于深入了解员工满意度、敬业度以及影响因素。这些信息有助于组织设计提高员工敬业度的措施，并创造更加积极的工作环境。
学习与发展。分析可追踪培训成果、技能掌握情况以及教育计划带来的绩效提升，帮助您优化与业务目标相一致的培训投资。
关键人员分析指标
早期离职率。该指标指的是在公司工作第一年内离职的人员比例。它有助于评估留住人才的努力。
缺勤率。这衡量的是一个人意外缺勤的频率，无论是由于疾病、压力还是其他个人原因。团队成员缺勤率高，说明对工作场所不满意。
参与度得分。这些分数反映了员工对工作和整个组织的投入程度和满意度。
绩效评级。根据预定指标和目标对个人或团队的绩效进行评估。
每次招聘成本。评估招聘流程的总成本，包括广告、面试和入职成本。
如何利用人力分析做出决策
人力资源人力分析的有效性取决于将从数据中获得的见解付诸行动。以下步骤将帮助您为组织做出清晰、明智的决策：
确定目标。明确概述您打算利用人力分析来应对的具体组织挑战。
收集数据。从人力资源信息系统（HRIS）或人力资源管理系统（HCM）、绩效考核、调查及其他来源收集相关数据。
分析。采用统计方法、可视化工具或人力分析平台，从收集的数据中得出有意义的见解。
识别模式。从数据中寻找相关性和趋势，从而深入了解员工行为和组织面临挑战的原因。
做出明智决策。利用从数据中收集到的洞察力，做出有据可依的决策，帮助组织实现其目标。
人力分析仪表盘
人力分析仪表盘是关键人力资源指标和数据的可视化呈现。它提供的关键信息一目了然，如离职率、参与度评分、绩效数据和招聘统计数据。
仪表盘使人力资源领导和管理人员能够跟踪和了解劳动力指标，从而轻松做出明智的决策。用户友好、信息丰富的仪表盘可让利益相关者迅速访问和解释重要数据，而无需完全依赖 IT 部门或分析师。
如何成功实施人才分析系统
将人才分析纳入多个部门需要人力资源领导者挺身而出，指导他人完成这项新举措。人力资源领导者可以通过实施这些做法来支持人员分析的整合：
以身作则。展示对人才分析的熟练程度，或至少是对人才分析的理解，可以让人力资源领导者有效地使用人才分析，并在其他人学习的过程中为他们树立榜样。
观察。人力资源领导者可以确定其组织目前进行的数据收集水平，并注意公司目前使用的数据分析方法，如数据收集技术和类别，以及哪些人力资源领导者对数据负责。
向所有人力资源专业人员介绍人力分析。为所有人力资源人员提供人员分析 "基础培训"，可以提高他们对系统的认识。让人力资源专业人员熟悉人员分析，可以增强他们的能力，同时将这种方法融入公司文化和思维模式。
培训分析团队。教育人力分析专家如何阅读和仔细检查数据、警惕不准确的数据并做出基于数据的决策，这一点非常重要。这些人力资源专业人员决定着人才分析系统的有效性。
注意潜在隐患。公司可以利用人力资源信息系统平台简化、过滤数据，并以易于理解的方式将数据呈现给管理人员。另一个需要注意的挑战是通过数据加密和遵守诚实、公平和透明的政策来保护员工的隐私。
人力分析与人力资源分析
专业人士会交替使用 "人员分析 "和 "人力资源分析 "这两个术语。然而，两者之间是有区别的：
人力资源分析侧重于利用人力资源部门的数据来了解和管理员工。它深入研究团队成员的个人行为、绩效和参与度，旨在优化员工生命周期中的各种人力资源流程。
虽然人员分析也使用人力资源数据，但其关注点超出了这一范围，而是扩展到整个组织中更广泛的数据源，如整体业务绩效、财务、市场营销和销售。它收集更广泛的数据，以获得更深入的见解，为战略决策提供依据。
人力分析趋势
企业接受人员分析的程度以及使用人员分析的方式正在发生变化：
关注员工体验。现在的趋势是改善员工的整体旅程，强调健康和富有成效的远程工作体验等方面。
合乎道德的数据使用。随着人们对数据隐私的日益关注，数据使用的道德考量以及保持数据收集和分析的透明度将受到更多重视。
平台整合。人员分析工具将整合来自企业不同软件和应用程序的数据，从而更容易从单一来源获得所有必要的见解。
多样性、公平性和包容性。人们越来越重视利用人员分析来提高组织内部的多样性、公平性和包容性，而且这种情况只会继续增加。
人工智能集成。人力分析平台开始整合人工智能驱动的工具，以简化数据分析，并从复杂的数据集中获得更深入的见解。
人力分析如何改善企业文化？
人力分析为人力资源领导者、经理和高管提供数据支持，使员工绩效与公司目标保持一致。对这些数据进行有效评估并采取行动，有助于制定有效的招聘和培训策略、提高员工参与度，进而促进公司文化的发展。
以下为文章原文：
What is people analytics?
People analytics is a data-driven method that aims to improve business decisions regarding team members and customers. Rather than solely relying on instinct or anecdotal experience, people analytics provides HR leaders with comprehensive data to make evidence-based, strategic decisions.
People analytics integrates HRIS software to assemble and examine extensive information, predict trends, and provide valuable insights relating to the different stages of the employee lifecycle. Also known as talent analytics, companies use people analytics to match the right talent to appropriate roles.
Why is people analytics important?
People analytics assesses data to enhance the following areas:
Recruiting and hiring
Onboarding
Workforce planning
Compensation practices
Retention
Performance
Productivity
Engagement
Talent analytics is a function that all departments, not just HR, are beginning to adopt. This is a transformation that heralds an increase in HR automation: HR leaders must be ready to embrace these changes to deliver up-to-date, accurate results.
Leveraging HR automation tools enables HR leaders to make informed decisions that elevate the employee experience and promote company objectives. In a competitive, sink-or-swim market, HR leaders must demonstrate agility as they continuously adapt to innovations within the workplace.
Examples of people analytics
People analytics in HR encompasses various aspects of the employee lifecycle. Examples of people analytics include:
Attrition prediction. This involves analyzing historical data to identify patterns and factors leading to team member turnover, giving you the ability to predict which of your people are at risk of leaving.
Recruitment optimization. People analytics can help with refining recruitment approaches to attract and retain top talent.
Performance analysis. This involves evaluating performance data such as key performance indicators (KPIs), goal achievement, and competency assessments to gain insights that aid in identifying high-performing individuals along with the factors that contribute to their success.
Employee engagement. Survey data and sentiment analysis provide insights into employee satisfaction, engagement levels, and the factors influencing them. This information helps organizations design initiatives to improve engagement and create a more positive work environment.
Learning and development. Analytics can track training outcomes, skill acquisition, and performance improvements resulting from educational programs, helping you optimize training investments that align with business goals.
Key people analytics metrics
Early turnover rate. This metric refers to the percentage of people leaving within the first year of working at a company. It helps with assessing retention efforts.
Absence rate. This measures how often a person is unexpectedly absent from work, whether that’s due to sickness, stress, or other personal circumstances. A high absence rate among team members can indicate dissatisfaction in the workplace.
Engagement scores. These capture how committed and satisfied people are about their work and the organization as a whole.
Performance ratings. These evaluate individual or team performance against predefined metrics and goals.
Cost per hire. This assesses the total expenses of the hiring process, including advertising, interviewing, and onboarding costs.
How to use people analytics to make decisions
The effectiveness of HR people analytics depends on putting the insights gleaned from data into action. The steps below will help you make clear and knowledgeable decisions for your organization:
Define objectives. Clearly outline the specific organizational challenges you aim to address using people analytics.
Data collection. Gather relevant data from your HRIS or HCM, performance reviews, surveys, and other sources.
Analysis. Employ statistical methods, visualization tools, or a people analytics platform to draw meaningful insights from the collected data.
Identify patterns. Look for correlations and trends in the data that offer insights into workforce behaviors and the causes of your organization’s challenges.
Make informed decisions. Use the insights you’ve gathered from the data to make evidence-based decisions that help your organization reach its objectives.
People analytics dashboard
A people analytics dashboard is a visual representation of key HR metrics and data. It provides critical information at a glance, such as turnover rates, engagement scores, performance data, and recruitment statistics.
A dashboard empowers HR leaders and managers to track and understand workforce metrics so they can easily make informed decisions. A user-friendly and informative dashboard allows stakeholders to access and interpret essential data swiftly without having to rely exclusively on an IT department or analyst.
How to successfully implement a people analytics system
Incorporating talent analytics into multiple departments demands that HR leaders step up to guide others through this new initiative. HR leaders can support the integration of people analytics by implementing these practices:
Lead by example. Demonstrating proficiency in, or at least an understanding of, people analytics allows HR leaders to use it effectively and set an example for others as they learn the ropes.
Observe. HR leaders can identify the level of data collection they currently conduct at their organization and take note of the prevailing data analysis methods the company uses, e.g., data collection techniques and categories and which HR leaders are accountable for the data.
Introduce all HR professionals to people analytics. Providing people analytics “basic training” for all HR personnel will improve their knowledge of the system. Acquainting HR professionals with people analytics empowers them while infusing this method into the company culture and mindset.
Train the analytics team. It’s important to educate people analytics specialists on how to read and scrutinize data, watch out for inaccurate data, and make data-informed decisions. These HR professionals determine the effectiveness of the talent analytics system.
Be aware of potential pitfalls. Companies can use an HRIS platform to simplify, filter, and present the data in a digestible manner to managers. Another challenge to be mindful of is the essential protection of people’s privacy through data encryption and adherence to an honest, fair, and transparent policy.
People analytics vs HR analytics
Professionals use the terms “people analytics” and “HR analytics” interchangeably. However, there’s a difference between the two:
HR analytics focuses on leveraging the HR department’s data to understand and manage the workforce. It delves into individual team members’ behaviors, performance, and engagement, aiming to optimize various HR processes across the employee lifecycle.
While people analytics also uses HR data, its focus extends beyond this to wider data sources across the organization, such as overall business performance, finance, marketing, and sales. It gathers a broader spectrum of data to gain deeper insights that inform strategic decisions.
People analytics trends
The extent to which organizations embrace people analytics and the ways they use it are already changing:
Focus on employee experience. There’s a shift toward improving the overall employee journey, emphasizing aspects like wellness and productive remote work experiences.
Ethical data use. With the increased concern around data privacy, there’ll be greater emphasis on ethical considerations around data usage and maintaining transparency in data collection and analysis.
Platform integration. People analytics tools will integrate data from an organization’s different software and apps to make it easier to get all the necessary insights from a single source.
Diversity, equity, and inclusion. There’s a greater focus on using people analytics to improve diversity, equity, and inclusion within organizations and this will only continue to grow.
AI integration. People analytics platforms are starting to integrate AI-driven tools to streamline data analysis and derive deeper insights from complex data sets.
How can people analytics improve company culture?
People analytics provides HR leaders, managers, and executives with data to support the alignment of employee performance with company objectives. Effectively assessing and acting on this data contributes to effective hiring and training tactics, employee engagement, and in turn, a robust company culture.
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