• UNLEASH
    2024年将人力资源趋势和预测付诸实践的九种方法 新的一年如约而至。 新年带来新的潮流引导者,新的推动者和新的撼动者,标新立异的想法随之而来,推动进步。而一些趋势会随着市场的发展而变化,年年如是。 每年我们都会回顾去年的成功与失败经验,同时展望2024年的新机遇。2024年将会是划时代的一年。 经济萧条逐渐结束,我们处于新时代的前沿——人工智能时代,在这个时代我们对于文盲的理解变成了“智能文盲”,在工作场景中愈发明显。与此同时产生了复合效应,一些地区的工人需要更公平的工作环境,改进的DEIB策略以及孤立高管层的持续性影响。对于人力资源领导者来说,成为这些变革的先锋从未像现在这样重要。 在2024年保持领先地位 领导者需要有勇气继续跳出人力资源的框框思考,使用新兴技术而不是害怕它,并利用多代员工的独特技能。 然而,了解哪些趋势将推动未来的工作是一回事,了解领导者如何将这些趋势付诸实践才是成功的关键。为了帮助您了解,我们汇总了一些2024年顶级人力资源趋势和预测的优秀示例,并提供了一些有关如何将其付诸实践的可行提示。 正如你所看到的,人力资源在2024年如何发展似乎没有定论。从领导力战略到新兴人工智能、技能投资、多样性、道德、灵活工作,相互交织,随着人力资源世界的发展而不断涌现。 但是,如果仔细观察上述每一个人力资源趋势,你会发现有一些共同点,我们都认为这些共同点将在2024年对人力资源发展产生巨大的影响。 1.领导力与管理发展 最优秀的人力资源领导者明白变革是不可避免的,应该接受改变。正如 Visier 在他们的文章《人力资源的新规则》中所说的那样,变革并不一定是一场技术驱动的革命。它可以像改变视角一样简单。 正如 Visier 首席客户官 Paul Rubenstein 所说,“首席人力资源官(CHRO)必须结合业务数据了解人的绩效、敬业度和生产力,以应对当今的复杂挑战”。 到2024年,人力资源领导者将不仅仅是人事领导者,他们必须在人事管理节奏之外密切参与业务战略,以了解他们与最高管理层一样的工作背景。 然而,根据 Gartner 关于2024年人力资源领导者的 5 大优先事项的报告,“73%的人力资源领导者确认他们组织的领导者和经理没有能力领导变革”。 为了解决这个问题,大卫·格林(David Green)优先考虑赋予人事领导者权力,承认他们的工作量不断增加——“75%的人力资源领导者表示,他们的经理对工作职责的增长感到不知所措(89),而超过50%的经理说自己感到筋疲力尽”。 伯纳德·马尔(Bernard Marr)正确地指出,我们需要在下一代的背景下思考管理和领导力发展,而不仅仅是下一代领导者,而是下一代劳动力。Culture Amp 的研究支持这一点,强调“我们工作场所的代际权力平衡正在发生变化”——非常重视培养当前和未来的领导者,以重新获得进入劳动力市场的信任。在复盘全球正在进行的大规模辞职现状,以及心理安全在有效的混合工作团队中发挥的重要作用时,这一点尤其明显。 因此,从重建习惯管理和管道调整,到取决于管理者独特技能而重新调整的工作流程(而不是期望每个管理者都以同样的方式领导),提供了大量的可能性,可以真正彻底改变2024年的领导方式。2.组织文化与混合工作 如果你认为弹性工作已经一去不复返是因为一群老板希望人们回到办公室,请你再想一想其他原因。因为混合时代才刚刚开始。 思考一下 David Green 关于他对2024年人力资源机会预测的文章中强调的要点: “十分之八的首席人力资源官表示,他们没有计划在未来12个月内减少远程工作的数量”。 “自大流行以来,90%的公司已经接受了一系列混合工作模式”。 “现在,大多数员工有超过25%的时间在远程工作”。 再加上2023年10月,美国近 30% 的带薪日是在家工作。 我们现在所处的时代,人力资源领导者在根据这些变化带领调整公司整个组织结构发展方向上占主要地位。 人力资源领导者应使用数据和分析来为个人发展和绩效设定更好的期望。这也将减少文化发展的“一刀切”方法,并创造Visier所说的“增加的确定性”。事实上,当他们的研究表明“这些执行办公室申报表的公司中有三分之一的公司很难招聘新员工”时,我们比以往任何时候都更需要实施真正的组织变革,以满足新员工的需求。 大卫·格林(David Green)对此的做法集中在“人性化领导”上,即将员工福祉和个性化服务放在人员管理和和企业管理的核心——“建立一个更公平、更健康、更人性化的组织不仅是对员工的‘正确做法’,也是推动企业成功的选择”。 当然,说起来容易做起来难——Gartner 说,“47%的人力资源领导者都不知道如何推动变革以实现所需的文化”。 但是,解决之道是否在于创造更有意义的体验?Culture Amp 延续了这一思维框架,强调创造“值得通勤的体验”对于保持团队创造力和动力至关重要。 伯纳德·马尔(Bernard Marr)考虑了混合工作时代团队凝聚力和有效管理的影响,Mercer在其文章《2024年5个人力资源趋势:你能做些什么来保持领先?》中也将其作为重中之重,尤其是以灵活的思维方式领导的想法。 总而言之,在劳动力规划、职业处理、办公室使用和绩效方面进行可持续的组织变革必须评估各种投入,例如技术、保留策略和员工倾听,还有许多方面将在下文讲。 3.技术集成与人工智能 现在我们正处于真正的时代趋势之中——人工智能,以及技术发展的前沿。 毫不奇怪,上面引用的每一项研究都强调人工智能(包括生成式人工智能),这是2024年人力资源的重大转变。但人工智能并没有从某个职业中剔除数百万美元,也不会导致公司大规模裁员、突然倒闭。人工智能正在改变工作方向,而不是工作本身,在人工智能时代,帮助工人培养人工智能相关技能将使人们在工作中保持安心和快乐。 仅从生产力、敬业度和业务成功的角度来看,人工智能就是一个游戏规则的改变者: Visier ——“29%的工人表示,使用生成式人工智能工具每天可以节省30分钟到一个小时,而18%的人可以节省三到四个小时”。 Unleash ——“76%的人力资源领导者已经在讨论如何在工作场所使用人工智能,38%的人正在正式评估这项新兴技术”。 Gartner ——“76%的人力资源领导者认为,如果他们不在未来12到24个月内采用和实施生成式 AI,他们将在组织成功方面落后”。 然而,在数字人力资源领域这样一个令人兴奋的领域里,成功取决于某个类似却独特的东西——了解自己的极限。例如,我们鼓励每位人力资源主管在阅读本文时问自己以下几点: 您了解组织人力关系与数字关系的局限性吗? 您是否审核了员工对数字化转型的准备情况? 您有没有评估过什么是好的变化,你知道如何衡量它吗? 最后,您是否了解人工智能供应商的格局——谁在制造什么,有什么作用,对你有用吗? 从这开始,您将更好地了解 AI 如何为您提供帮助。 4.基于技能的战略劳动力规划方法 “转型的头号挑战是缺乏工作能力和技能,但只有五分之二的人力资源专业人士了解其组织该有的技能”——Mercer《2024年5个人力资源趋势:你能做些什么来保持领先?》 战略性劳动力规划(SWP)需要一种默契,即战略本身意味着对招聘和留住人员的转变方式保持敏感,而平衡全部人力资源责任和预算潜力意味着要对 SWP 的流程进行长期审视。 这包括从更多基于技能的角度看待技术,尤其是在数字化转型时代。正如 Visier 所强调的那样,“86%的员工表示,他们的雇主应该在技能再培训方面发挥更多作用,以确保他们不会轻易被人工智能工具取代”。 Gartner 认为内部流动令人信服的影响是成功的关键,“66%的人力资源领导者(他们自己也同意)其组织内的职业道路与许多员工的职业道路相比并不引人注目”。 创造一个引人注目的工作文化不会付出很大的代价,而是意味着为员工和业务发展赋予意义,并为企业完美地穿针引线,帮助企业和个人发展相关专业知识。正如大卫·格林(David Green)所强调的那样,这意味着要推动以技能为基础的SWP招聘,并将更大的业务目标与人力资源优先级联系起来,Mercer证实了这一点。 5.人员分析和加强决策能力 如果数据不能产生影响,那它还有什么用呢? 说到这,David Green 再次强调了关于人员分析如何在 CHRO 层面创建增强决策文化的可用情报,该文化将集中在人员分析和 CHRO 之间改进的关系上, “Insight222 的第四届年度人员分析趋势研究发现,人员分析的重要性和影响力继续增长,22%的人事分析领导者正在向首席人力资源官报告”。 人员分析领导者和首席人力资源官都需要将大量不同的业务优先事项和数据集结合起来,以推动个性化决策。这包括将伦理、数据民主化、数据影响和业务优先事项的影响放在组织转型和成功的保护伞下。 这意味着最优秀的人员分析专业人员可以提供可分析并可付诸实施的洞见-正如 Visier 所强调的那样,这就是为什么如此多的小型和新兴公司处于竞争激烈的时代,因为他们可以使用大量超详细的大数据以更敏捷的方式创建更具吸引力、更敏锐的业务决策。 6.与业务保持一致 一致性对许多人来说有很大的意味,但从本质上讲,如果人力资源部门要继续并提升其价值并确保组织敏捷性,那么: HR 和最高管理层需要加强联系。 人力资源和财务部门需要更加紧密地联系在一起。 David Green 通过 Insight222 的研究来证实,人力资源和财务部门越来越需要同步工作——“在271家公司中,接受调查的65家公司确认他们已经与财务部门建立了合作伙伴关系,其中99%的公司报告说,人员分析团队在过去12个月中取得了巨的成果”。 在2024年,为人力资源分析构建业务案例不是我们必须做的事情,但可惜的是,这通常是正在进行的人力资源预算和投资的核心对话。 解决之道在于使用最清晰、最明显的工具——人员和数据——来讲述人力资源故事。这种共生关系正是Visier研究所强调的,并建议人力资源领导者将他们的人员管理思维方式转变为“人力资源是一种操作系统,而不是一种运营模式”。 7.提高人力资源和劳动力的技能 这场无休止的技能提升之战将持续到2024年。但它将有自己的特点,在某种程度上受到人力资源投资性质变化以及人工智能和新技术的光速发展的影响。 伯纳德·马尔(Bernard Marr)对此的独特见解说明了这一领域的情况-——“了解生成式人工智能等变革性技术将如何增强现有人员能力,以及需要哪些素质和能力(战略思维,解决复杂问题,创造力,情商)来补充机器的短板”。 在人工智能时代,人机界面的发展将对劳动力如何重新掌握技能和提高技能产生巨大影响,随着数字原住民担任越来越多的领导角色,一般计算机素养和用户体验/用户界面的持续发展也将产生巨大影响。但是,当“到2028年,44%的工人技能将被颠覆”时,技能提升应该被正确地推到投资组合优先事项清单的首位。 8.多元化、公平、包容和归属感(DEIB) 大流行后“大辞职”生态系统的一个支柱是工作场所中的平等——更公平的工作条件、更多的工作与生活平衡、更好的代表性和更具包容性的工作场所。 2023年,我们认为释放 DEIB 的力量是未来一年人力资源领导者的重要关注点,利用分析工具和情绪分析工具等多种工具来改善招聘可衡量指标。 那么我们现在处于什么位置呢?尽管我们为使 DEIB 脱颖而出所做的所有艰苦工作,但仍许多需要做,正如 Visier 在下面的研究。 DEIB 策略确实存在失去重点的风险。但请记住,一家拥有成熟的多元招聘文化、建立在包容性工作场所基础上的公司,对从公司业绩到 ESG 的方方面面都有深远的积极影响。正如大卫·格林(David Green)提醒我们的那样,大多数工人认为DEIB是一件好事,其商业案例也很清楚。 “Insight222 的研究发现,在2023年(连续第三年),DEIB 是人员分析增加最多商业价值的领域”。 2024年应该是我们推进 DEIB 的一年,保持势头并推动积极变革。 简而言之,坚持到底——现在放松警惕将导致长期劳动力规划(WFP)的严重失败,同时增加代表性不足的社区的变革机会。 9.提升员工敬业度和留任率的新方法 最重要的是,许多提高员工敬业度的新方法将决定未来一年的企业发展。 2023年独特的经济困境催化了英国、法国、德国和美国这一代人中一些最大规模的工作场所罢工,而普遍的技能短缺继续困扰着多个行业。伯纳德·马尔(Bernard Marr)将过去几年从被动接受不良工作规范到主动采取行动的转变带入了敏锐的视角——“根据美国劳工统计局的数据,涉及1,000多名工人停工,比2021年停工人数多了近 50%”。 Unleash 进行的研究表明,绩效和生产力已成为2024年人力资源领导者的首要任务,从敬业度中夺得桂冠。但在混合时代,二者缺一不可。敬业度被渗透到组织的方方面面,而2024年是实现这一目标的一年。 在2024年,我们需要通过加强员工体验的个性化,通过真实、有意义的参与来提高生产力(和幸福感),David Green 强调这是他为 HR 培养倾听组织的第12次机会。然而,正如 Unleash 所强调的那样,“不仅要关注员工调查中的指标,还要分享员工故事,以真正了解数据对高管的意义”。 为此,人力资源、员工和领导层之间应该建立一种,在道德领导、薪酬透明度(正如 Culture Amp 正确强调的那样)薪酬差距报告以及 Mercer 所强调的值得认可的基础上的关系。 将敬业度与业务和个人成果联系起来至关重要。Mercer薪酬调查和数据业务负责人Chi Tran完美地描述了这一演变。 “新冠肺炎疫情之前起作用的管理方式不再有效......留住员工将是一个重点,这意味着在职业道路、技能再培训和技能提升方面优先考虑员工福利。我们还看到,雇主将更大比例的薪酬预算用于可变薪酬,这些薪酬可以根据业务绩效进行调整。 2024年及以后的人力资源趋势 作为各地人力资源领导者的缪斯女神,Hung Lee 在他的文章《2024年:决定人力资源领域的7个趋势》中说到: “员工体验不容小觑——对于许多组织来说,这将是一场文化革命”。 在2023年经济动荡之后实施新战略将非常困难,而整个组织的支持是关键。如果能注意到上述情况,我们相信人力资源团队可以确保他们的组织采取积极主动的方法来提高工作场所绩效、幸福感、敬业度,以及至关重要的留住优秀员工。 2024年——充满无限可能性的一年! 利用 Insight222解锁人员分析功能 在 Insight222,我们的使命是通过将人员分析置于业务中心并提高人力资源专业的技能来使组织变得更好。Insight222 人员分析计划®是您通往知识、网络和成长世界的门户。该计划专为人员分析领导者及其团队开发,为您提供创造更大影响力所需的工具、见解和关系。 随着人员分析的格局变得越来越复杂,数据、技术和行业道德越来越重要,我们的计划汇集了一百多个组织,共同应对这些挑战。 Insight222 同行会议是 Insight222 人员分析计划®的核心组成部分。它们允许参与者一起学习、交流和共同创造,最终提高人员分析可以为其组织提供的业务价值。 SOURCE MyHRfuture  
    UNLEASH
    2024年01月17日
  • UNLEASH
    David Green:The best HR & People Analytics articles of October 2023 HR is the CEO’s right-hand in enlightened organisations. Those were the words of Barbara Lavernos, Deputy CEO at L’Oreal, while speaking as part of a panel of CEOs on the main stage at the recent UNLEASH World in Paris. The declaration captures one of my key takeaways from the show: HR has made significant progress in its journey from support function to strategic partner. One of the key drivers enabling this journey is people analytics. Two of the findings in the 4th Annual Insight222 People Analytics Trends study, are: (1) 21% of people analytics leaders now report directly to the chief people officer (compared to 13% in 2020). (2) People analytics teams have grown by 43% since 2020. As Isabel Naidoo, chief people officer at Wise, said recently at the Insight222 Global Executive Retreat in Colorado: People analytics is the fastest route to credibility as a chief people officer. FIG 1 One of my highlights from October was hosting the Main Stage at the aforementioned UNLEASH World show in Paris. I've shared my key learnings from UNLEASH in a LinkedIn post, but would like to highlight what makes UNLEASH unique: a vibrant mix of content, learning, community, and innovation topped off with fabulous production. A huge thank you to Marc Coleman, Paige Richmond, Amelia Donovan, Zoltán Kőváry and Nidal Elfadil – it was a joy to work with you all again. See more on Day 1 and Day 2 at UNLEASH World. UNLEASH World 2023 What’s in store for November? The next few weeks are set to be busy. I’m currently in Chicago ahead of a Peer Meeting for North American members of the Insight222 People Analytics Program, hosted by Berube, Derek and his team at McDonalds. In mid-November, I’ll be speaking on the key findings of the Insight222 2023 People Analytics Trends at Workday Rising EMEA. On November 21 and 22, I’ll be in Copenhagen for another Insight222 Peer Meeting, this time for European members of the People Analytics Program. Finally, on November 30, I’ll be in Bangalore to speak at Indeed FutureWorks. If any of you are going to these events, I look forward to seeing you there. Looking for a new role in people analytics or HR tech? I’d like keep highlighting the wonderful resource created by Richard Rosenow and the One Model team of open roles in people analytics and HR technology, which now numbers over 450 roles, as well as now also including roles for interns. Participate in a study on the Modern Work Experience RedThread Research is collecting data to understand the Modern Work Experience and how it has changed over the last year. This study is for individuals employed full-time at organizations with more than 100 people and will remain open until Monday, November 13, 2023. As a thank you for every response collected, RedThread will: Donate $10 to DonorsChoose to support students and classrooms Provide respondents with a free copy of the final report, “2023 Performance Management Trends: The Rise of Employee Expectations” Share a free copy of the new report summary once published Take the survey! Share the love! Enjoy reading the collection of resources for October and, if you do, please share some data driven HR love with your colleagues and networks. Thanks to the many of you who liked, shared and/or commented on September’s compendium including those highlighted in the comments below. If you enjoy a weekly dose of curated learning (and the Digital HR Leaders podcast), the Insight222 newsletter: Digital HR Leaders newsletter is published every Tuesday – subscribe here. GENERATIVE AI AND THE FUTURE OF WORK AND HR DIANE GHERSON – The New Deal of Work | DAVID ROCK – Irreconcilable Differences | JOSH BERSIN - The Pixelated Workforce Has Arrived ... Are We Ready? | RJ MILNOR – Fractional Work and Your Talent Strategy | JUDITH WIESE – Growth Talks I can’t recommend the Fall edition of SHRM’s People + Strategy on Rethinking Work and the Workplace highly enough. The guest editor is Diane Gherson, one of the deepest and most original thinkers about the future role of HR. As Diane articulates in her editor’s preface: “New work models, new business requirements and new employee expectations are coming together at full speed, putting at risk our status quo arrangements in the organization—and even the role and scope of HR.” These themes flow through all of the articles in the edition – all of which I happily recommend, they include. (1) David Rock highlights what neuroscience can teach us about the tug of war between employers and employees particularly with regards to the return to office debate. (2) Josh Bersin examines the implications for organisations of the “blowing up” of the traditional model for full-time long-term employees (FIG 2). (3) RJ Milnor highlights four questions for CHROs about the growth of fractional work and its impact on talent strategy. (4) Judith Wiese explains how Siemens replaced performance reviews with a new concept built on dialogues focused on growth. New work models, new business requirements and new employee expectations are coming together at full speed, putting at risk our status quo arrangements in the organization—and even the role and scope of HR FIG 2 FRANÇOIS CANDELON, LISA KRAYER, SARAN RAJENDRAN, AND DAVID ZULUAGA MARTÍNEZ - How People Can Create—and Destroy—Value with Generative AI Together with a group of scholars from Harvard, MIT, Wharton, and the University of Warwick, BCG conducted an experiment on 750 of its own consultants around the globe to test the use of generative AI (GAI). The results, as documented in the article by François Candelon, Lisa Krayer, Saran Rajendran, and David Zuluaga Martínezfind that people mistrust GAI in areas where it can contribute tremendous value and trust it too much where the technology isn’t competent. For example, 90% of participants improved their performance when using GenAI for creative ideation. However, on the flip side, when the consultants participating in the study where focused on business problem solving, a task outside the tool’s current competence, many participants took GPT-4's misleading output at face value. Their performance was 23% worse than those who didn’t use the tool at all. The article also examines some key guidance on related topics including data strategy, roles and workflows, strategic workforce planning and experimentation. FIG 3 FIG 4 OTHER RESOURCES ON GENERATIVE AI AND THE WORLD OF WORK LYNDA GRATTON - Want More Clarity on Generative AI? Experiment Widely | LIZ GRENNAN, ANDREAS KREMER, ALEX SINGLA, AND PETER ZIPPARO - Why businesses need explainable AI—and how to deliver it | DONNA SCAROLA - What Most People Get Wrong about AI & Bias | FANGFANG ZHANG AND SHARON K. PARKER - How ChatGPT Can and Can’t Help Managers Design Better Job Roles | KEVIN OAKES - Is HR Already Behind in the AI Revolution? Many of the topics discussed at Unleash World were related to the remarkable acceleration of AI tools and technologies, and their impact on work, organisations and workers. I recommend digging into these five resources: (1) Lynda Gratton shares insights from a webinar she recently ran with 260 global executives, which highlighted that: “Figuring out the right approaches to generative AI is a process replete with ambiguity, experiments, and changes of mind.” Lynda also provides details on what companies are already using generative AI for in HR with the top two areas being internal knowledge management and recruitment. (2) Writing for McKinsey, Liz Grennan, Andreas Kremer, Alex Singla, and Peter Zipparo break down explainable AI (see FIG 5), and why it is important Including to enhance productivity, build trust and deliver value. (3) Donna Scarola provides a helpful primer providing guidance on how to prevent bias – including the creation of an ethics committee. (4) Fangfang Zhang and Sharon Parker unveil their research, pros and cons, and guidance for using ChatGPT for work design and job roles (see FIG 6). (5) Finally, Kevin Oakes summarises the key findings from i4CP’s recent study: Is HR Already Behind in the AI Revolution? Thanks Erik Samdahl for the heads up. People use what they understand and trust. This is especially true of AI FIG 5 FIG 6 THE EVOLUTION OF HR AND DATA DRIVEN CULTURE DAVE ULRICH AND NORM SMALLWOOD - Six Actions for HR to Create More Stakeholder Value How can HR create more value for all stakeholders? This is the exam question Dave Ulrich and Norm Smallwood seek to answer in their article. The article highlights six specific actions and questions that enable organisations to create more value from HR (see FIG 7). The six actions are: (1) Articulate a point-of-view. (2) Define, seek, and track outcomes more than activities. (3) Prioritise what matters most. (4) Apply innovative and relevant methodology. (5) Translate to stakeholder value. (6) Scale, leverage and improve work. FIG 7: ROB BRINER - Aligning HR with the business through the evidence-based HR process Rob Briner makes the case for evidence-based practice and how it applies to HR, explaining what it is and why it is effective. Rob breaks down six key steps in the evidence-based HR process (see FIG 8). He then applies the evidence-based approach to a case study to understand and solve high employee turnover. FIG 8 PEOPLE ANALYTICS NAOMI VERGHESE - The Growing Influence of People Analytics in Strategic Business Decisions In a taster from the Insight222 People Analytics Trends report, Naomi Verghese digs into one of the key findings from the study: developing relationships with C-suite and senior stakeholders. The article focuses on four key elements of influence. (1) What ‘influence’ means in the context of people analytics. (2) Data on how people analytics as a field has grown in influence (including FIG 9, which highlights the growing number of people analytics leaders reporting directly to the CHRO). (3) How a people analytics leader can gain access to senior business stakeholders. (4) Why it is important that a people analytics leader has executive-level influence in organisations today. FIG 9 THOMAS RASMUSSEN, MIKE ULRICH, AND DAVE ULRICH - Moving People Analytics From Insight to Impact While I wouldn’t normally include a resource that isn’t open access in this compendium, I’m making an exception for this must-read paper by Thomas Hedegaard Rasmussen, Mike Ulrich and Dave Ulrich, which can be accessed for a fee of a very worthwhile £29.00. The abstract to the paper (see below), which can be considered a follow up to the seminal paper, authored by Thomas and Dave, which was published in 2015: How HR analytics avoids being a management fad, provides a compelling narrative. KEVIN METHERELL - Intentionality Matters - a GER2023 review | JAY DORIO - How to Get Remote and Hybrid Working Right | HEIDI BINDER-MATSUO - From People Analytics to Chief People Officer: How to Effectively Influence the C-suite JASDEEP KAREER - Why is Adaptive Teaming and Intentional Collaboration Important in a New World of Work? Perhaps the highlight so far of my year was the recent Insight222 Global Executive Retreat in Colorado. It has already inspired several articles, which are collected here. (1) Kevin Metherell, one of the people analytics leaders present, summarises his takeaways from the three days with the linking thread being the “need for intentionality in everything we do” (2) Jay Dorio explores ways to get remote and hybrid working right through intentionally co-ordinating in-person days, encouraging collaboration by scheduling in-person meetings, and setting the standard that attendance on anchor days is mandatory. (3) Heidi Binder-Matsuo provides insights on what CEOs and CHROs are looking for from their people analytics leaders. (4) Jasdeep Kareer, PhD (née Bhambra) breaks down the role of collaboration modes (see FIG 10) and provides ten steps people analytics professionals can take to gain a deeper understanding of collaboration within their organisations. FIG 10 LYDIA WU - Seven Lessons I Learned About People Analytics | ADAM TOMBOR – People Analytics Hands-On | ANKIT SAXENA - How does a Global Head of People Insights create a people analytics roadmap? | JACKSON ROATCH - The Lindy Effect in People Analytics | JENNA EAGLESON - R Toolkit for People Analytics: Telling Your Headcount Story JAEJIN LEE - What Career and Academic Backgrounds Do People Analytics Leaders Possess? (Analysis of 279 Global People Analytics Leaders) October has seen a number of people analytics leaders publishing articles, which is always to be encouraged as insights from practitioners really help the field advance. Six leaders are featured here. (1) As part of her excellent 'Oops, did I think that out loud' series of articles, Lydia Wu documents seven lessons she has learned from working in the people analytics field – my favourite is: “Stakeholders are more important than numbers”. (2) Adam Tombor (Wojciechowski), Global Head of People Analytics at Julius Baer, shares how the three key ingredients of the right technology, the right process and the right skills have helped reshape people analytics at Julius Baer. (3) Ankit Saxena, MBA shares his methodology for developing a progressive people analytics roadmap. (4) Jackson Roatch breaks down The Lindy Effect by using a powerful example using turnover (look at FIG 11 – and decide which worker has the highest turnover risk before reading Jackson’s article). (5) Jenna Eagleson provides a step-by-step tutorial on how to tackle a common people analytics challenge: telling the story of company headcount entirely in R. (6) Jaejin Lee analyses the career and academic backgrounds of 279 people analytics leaders. FIG 11 MAX BLUMBERG - What to Avoid When Choosing a People Analytics Operating Model A short but instructive article by Max Blumberg (JA) ?? on the key areas to consider when evaluating whether to implement a people analytics model including trust, investment and the extent of change management required. Regulations continue to evolve - models that appear compliant today may not be tomorrow. EMPLOYEE LISTENING, EMPLOYEE EXPERIENCE, AND EMPLOYEE WELLBEING STEPHANIE DENINO, ANDRÉ FORTANGE, TIMO TISCHER, AND MARIS GARCIA - The APEX model: How organizations can systemically improve employee experience Website | Summary Report I always learn from TI PEOPLE’s research and analysis on employee experience ever since the company was formed by Volker Jacobs in 2016. In their new study, the team of Stephanie Denino, André Fortange, Timo Tischer and Maris García, present the APEX (Activities driving the Practice of EX) model, which is comprised of 3 focus areas, 6 goals and 28 activities (see FIG 12) which uncovers what it takes to improve EX in ways that are sustainable and replicable. This model, based on research with dozens of global EX leaders and vast client experience, highlights two important threads that run through the model: being data-driven and human-centered. The report also covers big questions like “Is an EX leader essential?” and explains that guided by this model, EX leaders can bring about an EX-centric operating system in their organisations. FIG 12 BASTIAAN STARINK AND JAN WILLEM VELTHUIJSEN - What every HR leader needs to show the CFO | The benefits of investing in People Where should companies invest to improve the employee experience? I was drawn to this study, authored by Bastiaan Starink and Jan Willem Velthuijsen for PwC, by one of the key findings: Making investments in 11 key areas of employee experience can yield savings equivalent to 12.6% of revenues (see FIG 13) encompassing reducing absenteeism, reducing employee turnover and boosting productivity. Two additional findings are: (1) Out of the eleven employee experience drivers analysed in the study, well-being, developmental opportunities, and training lead to the best outcomes in terms of benefits. (2) Companies will always have to analyse their own employee experience - effective interventions can only be made on that basis. FIG 13: WORKFORCE PLANNING, ORG DESIGN, AND SKILLS-BASED ORGANISATIONS KATHI ENDERES - Building the Dynamic Organization: Critical for the Post-Industrial Era | ANN ANN LOW - Unlocking Talent Agility to Future-Proof Organizations Kathi Enderes breaks down the recent research she and Josh Bersin have conducted with Gloat. It highlights that instead of designing a company around jobs, Dynamic Organizations instead organise around people and skills. Kathi’s article provides a framework (see FIG 14), a maturity model, and data on the impact of Dynamic Organizations. Agility is also a key feature of Ann Ann Low’s article, which summarises the recent talk by Amy Schultz of Canva at LinkedIn Talent Connect including their 5Bs Framework (see FIG 15). FIG 14 FIG 15 LEADERSHIP AND CULTURE JONATHAN KNOWLES, B. TOM HUNSAKER, AND MELANIE HUGHES – The Role of Culture in Enabling Change While culture is often described as “how we do things around here”, Jonathan Knowles, Dr. Tom Hunsaker, and Melanie Hughes argue in their article that “It’s more helpful to think of culture as the nervous system of an organization.” They highlight that one of the most important responsibilities of HR is to analyse the aspects of culture that are enabling or hindering performance. They proceed to explain that the first step is to investigate the type of change the team, business unit or organisation requires, and then document three approaches to making such changes: (1) Reinforce magnitude. (2) Reimagine activity. (3) Rethink direction (see also FIG 16) FIG 16 FRANCES X. FREI AND ANNE MORRISS - Storytelling That Drives Bold Change “Research has shown that storytelling has a remarkable ability to connect people and inspire them to take action,” write Frances Frei and Anne Morriss, in the cover article of the current issue of Harvard Business Review. In the article, which is a taster from their new book, Move Fast and Fix Things, the duo outline an effective way to leverage the power of storytelling, through four key steps: (1) Understand your story so well that you can describe it in simple terms, (2) honour the past, (3) articulate a persuasive mandate for change, and (4) lay out a rigorous and optimistic path forward.  Then they explain how emotions can bring your story to life and help drive stakeholder commitment to change, and highlight ten underrated emotions in change narratives (see FIG 17). FIG 17 EMILY FIELD, BRYAN HANCOCK, MARC METAKIS, AND DONNIE STUART - Activating middle managers through capability building As one of the best books I’ve read this year – Power to the Middle (by Bill Schaninger, Ph.D., Bryan Hancock and Emily Field) - outlines middle managers who are equipped with the skills and support they need to succeed can reduce friction, accelerate action, and ensure that an organisation achieves its vision. This article, by Emily and Bryan together with Marc Metakis and Donnie Stuart, provides examples of companies that have built the capabilities of their middle managers (including a global not-for-profit who broke the problem-solving process into seven actions and four distinct phases for their middle managers – see FIG 18), common hurdles to doing this successfully, and how these obstacles can be overcome. Middle managers can accelerate the execution of a company’s strategy by translating ideas between layers of hierarchy and solving problems with data. FIG 18: MICHAEL ARENA - The Ripple Effect: Understanding organizational behavior contagion to cultivate culture at scale Michael Arena summarises the findings of a study he undertook to investigate the impact of behaviour contagion (the notion that behaviours are akin to contagious viruses within social networks) on organisational culture. The study was based on a comprehensive360-degree review to assess individual behavioural strengths combined with organisational network analysis techniques. The results confirmed that all cultural attributes were contagious to some extent and transmitted among direct employee connections. Moreover, the contagion effect extends up to three degrees of separation in professional networks – ‘The Ripple Effect’. Michael also examines the implications for companies, and how they can harness The Ripple Effect to build a positive workplace culture including identifying key influencers and nurturing strong connections. FIG 19 provides an example of how ‘strong judgement’ spreads across the network. FIG 19 DIVERSITY, EQUITY, INCLUSION, AND BELONGING EMILY FIELD, ALEXIS KRIVKOVICH, SANDRA KÜGELE, NICOLE ROBINSON AND LAREINA YEE - Women in the Workplace 2023 The ninth edition of the annual Women in the Workplace report from McKinsey and LeanIn.Org is based on analysis from 276 participating companies employing ten million people between them, and a survey of 27,000 employees and 270 senior HR leaders. It finds that while there have been gains at the top, with women’s representation in the C-suite at the highest it has ever been, progress in the middle of the pipeline is lagging—and with a persistent underrepresentation of women of colour—true parity remains painfully out of reach. The article by Emily Field, Alexis Krivkovich, Sandra Kuegele, Nicole Hardy Robinson and Lareina Yee, focuses on four myths about women at work that the study debunks. (1) Myth: Women are becoming less ambitious. Reality: Women are more ambitious than before the pandemic—and flexibility is fuelling that ambition. (2) Myth: The biggest barrier to women’s advancement is the “glass ceiling.” Reality: The “broken rung” is the greatest obstacle women face on the path to senior leadership (see FIG 20). (3) Myth: Microaggressions have a ‘micro’ impact. Reality: Microaggressions have a large and lasting impact on women. (4): Myth: It’s mostly women who want—and benefit from—flexible work. Reality: Men and women see flexibility as a ‘top 3’ employee benefit and critical to their company’s success. FIG 20 HR TECH VOICES Much of the innovation in the field continues to be driven by the vendor community, and I’ve picked out a few resources from October that I recommend readers delve into: VISIER - Top 50 HR Leaders to Watch in 2024 – This is clever marketing from Jake Sorofman and the team at Visier Inc. as they highlight 50 HR (mostly people analytics) leaders to watch in 2024, including many who are customers. It’s certainly good to see the likes of Adam McKinnon, PhD., Angela LE MATHON, Dawn Klinghoffer, Doug Shagam, Erik Otteson, Jaclyn Lee PhD and IHRP-MP, Jeremy Shapiro, Kai Wehmeyer, Kanella Salapatas, Julien Legret, Kevin Moore SWP, Lydia Wu, Lydia Low, Kunal Thakkar, MS, PMP, Mark Berry, Matthew Hamilton, Mei Kim, Michael Salva, Nicholas Garbis, Pam Malone, Peter Meyler, Ramesh Karpagavinayagam, Richmond Tan, Sally Smith, Scott Judd, Shakti Jauhar, Shannon Vallina, and Steven Piperno getting some deserved recognition. ANDREW PITTS - Mapping the Unleash World Exhibitors Network Using LinkedIn Data – Andrew Pitts continues Polinode’s excellent series by using ONA to map the network of the 175 exhibitors at the recent Unleash World show in Paris, which delivers some fascinating insights, not least the influence of The HR Lab. ANNA AIROLDI - Is the Workplace Undergoing a Mental Health Revolution? – The latest gem from the Workforce Insights newsletter from Revelio Labs sees Anna A. providing analysis to highlight that companies are increasingly offering mental health and wellbeing benefits (see FIG 21). Thanks to Ben Zweig for highlighting. FIG 21: PHIL ARKCOLL - The Importance of Passive Listening – An excellent piece by Philip Arkcoll of Worklytics extolling the virtues of combining active listening (via surveys) with passive listening tools that allow forward-thinking organisations utilising both to understand the real-time behavioural drivers of employee attitudes. FIG 22 FRANCISCO MARIN - Unlocking the Potential of Organizational Network Analysis (ONA) for Hybrid Work Adoption – Francisco Marin of Cognitive Talent Solutions breaks down how ONA can be used to gain insights on hybrid work adoption including by identifying informal communication networks, optimising office space, and assessing collaboration patterns. FIG 23 MARC RAMOS - Transitioning your learning team to generative AI: Become the exemplar for your enterprise - Marc Steven Ramos of Cornerstone OnDemand writes on how Learning and Development teams are in prime position to be both pioneers in generative AI adoption and to lead by example, helping to conceptualise and implement the holistic generative AI strategy of the organisation. COLE NAPPER, LUKA BABIC, AND STEFAN VUCICEVIC - People Analytics Operating Model in the Age of AI – In this paper, the Orgnostic team of Cole Napper, Luka Babic, and Stefan Vučićević, outlines how to set up a Lean People Analytics Operating Model that “connects technology, impactful consultation, and strategic decision-making, ultimately enabling ecosystems.” FIG 24 PODCASTS OF THE MONTH In another month of high-quality podcasts, I’ve selected four gems for your aural pleasure: (you can also check out the latest episodes of the Digital HR Leaders Podcast – see ‘From My Desk’ below): ADAM GRANT – Why Meetings Suck and How to Fix Them? Podcast | Transcript – Adam Grant’s WorkLife podcast is always insightful, and this episode where, together with Steven Rogelberg, Rebecca Hinds, PhD, and Francesca Gentile, Adam investigates the science of improving meetings is mandatory listening. TOBY CULSHAW, COLE NAPPER, AND SCOTT HINES – Everything Talent Intelligence- Toby Culshaw joins Cole Napper and Scott Hines, PhD on the Directionally Correct podcast to discuss what talent intelligence is, what it isn’t, and how it can be effectively applied in organisations. AMY WEBB AND MOLLY WOOD – The Most Plausible Outcomes for AI and Work – Futurist Amy Webb joins Molly Wood on Microsoft’s WorkLab podcast to discuss the most likely outcomes for how AI will impact humanity and what business leaders can do today to set up their organisations for success. JOSH BERSIN - The HR Technology Trailblazers: How AI Is Disrupting This Market | Unleash Paris 2023: The Skills HR Tech Confusion. Trailblazers: Docebo, Arist, Cornerstone – Josh Bersin recently announced 15 ‘HR Tech Trailblazers’ who are successfully infusing AI into their products. In these two podcast episodes, he breaks down seven of them: Eightfold Paradox SAP SuccessFactors, Visier Inc. Docebo Arist & Cornerstone OnDemand. VIDEO OF THE MONTH ANNE-MARIE ANDRIC AND GARY MUNRO – Bounce. A place to go, know and do One of the people I was glad to catch up with at Unleash was Katarina Berg, Chief People Officer at Spotify, who shared insights from the company’s Work from Anywhere program on the main stage. One of Katarina’s team – Gary Munro, the Head of People Analytics, is the brain behind Bounce, an ingenious new platform that brings together all relevant workplace content in one place and offers employees a personalised experience. Read Gary’s article on the Spotify HR Blog, and then watch his discussion with the brilliant Anne-Marie Andric on an episode of HR The Real Deal. BOOK OF THE MONTH ADAM GRANT – Hidden Potential: The Science of Achieving Greater Things The new book by Adam Grant is brilliantly written, sprinkled with humour, and incredibly insightful. In Hidden Potential, “Grant explores how to build the character skills and motivational structures to realize our own potential, and how to design systems that create opportunities for those who have been underrated and overlooked.” The book is also immensely readable – I read over half of it on my flight to Chicago yesterday. I also listened to the highly insightful and at times hilarious podcast on the book, where Grant talks to his old sparring partner, Malcolm Gladwell: Unlocking Hidden Potential with Malcolm Gladwell. A must-read and a must-listen. RESEARCH REPORT OF THE MONTH YANQUI TAO, LONGAI YANG, SONIA JAFFE, FERESHTEH AMINI, PETER BERGEN, BRENT HECHT, AND FENGQI YOU - Climate mitigation potentials of teleworking are sensitive to changes in lifestyle and workplace rather than ICT usage Nick Bloom highlighted this fascinating paper during his recent talk at the Insight222 Global Executive Retreat, and summarises some of the key findings in his LinkedIn post here. The main finding of the paper is that, in the United States, switching from working onsite to working from home can reduce up to 58% of carbon footprint of work. Indeed, it finds moving to two days working from home a week reduces carbon use by 11% (see FIG 25). An important paper that highlights how hybrid and remote working can contribute to efforts to reduce an organisation’s carbon footprint. FIG 25 FROM MY DESK October saw the final episode of Series 33 of the Digital HR Leaders podcast, sponsored by Visier Inc., and the first two episodes of Series 34, sponsored by our friends at eQ8. Thank you to Adedamola Adeleke at Visier, and Chris Hare, Alicia Roach and Angela Shori at eQ8. KAT BOOGAARD AND DAVID GREEN - 5 common people analytics challenges (and how to overcome them) – An interview with Kat Boogaard for Culture Amp, on the challenges today’s HR teams face in leveraging people analytics – as well as how they can effectively overcome them. WENDY CUNNINGHAM AND PETER MEYLER - How to Achieve Data-Driven HR Excellence in a Highly Regulated Environment – Wendy Cunningham and Peter Meyler join me on the Digital HR Leaders podcast to share the evolution of people analytics at the Phoenix Group, how it supports the people strategy, and the role of technology. NICK DALTON – Seven Waves: The Past, Present and Future of HR – Nick Dalton, formerly EVP of HR at Unilever and co-author of The HR (R)Evolution: Change the Workplace, Change the World, takes us on a journey through the past, present and future of the human resources function. PIYUSH MEHTA - How to Create Personalised Employee Experiences – Piyush Mehta, chief human resources officer at Genpact, describes how the company uses technology and analytics to enhance and personalise the employee experience for its 120.000 employees: “The role of the CHRO is to make sure that the organisation has top-quality talent at the right place and at the right time, and then find a way to enable that talent to be able to stay on in the company and continue to build that talent engine.” JESS VON BANK AND DAVID GREEN – Now of Work: Learnings from Unleash – I had the pleasure of joining the Mercer | Leapgen Now of Work Digital MeetUp to discuss learnings from Unleash with JESS VON BANK. Thanks to Jess and Jason Averbook for inviting me. DAVID GREEN - Influencing the World of Work: Key learnings from The Insight222 Global Executive Retreat 2023 – My round-up of the key learnings from the recent Insight222 Global Executive Retreat in Colorado, which was attended by 60 people analytics leaders and senior HR executives from global organisations. THANK YOU Finally, this month I’d like to thank: Racheli Gabel Shemueli and the teams at Pacífico Business School and APERHU - Asociación Peruana de Recursos Humanos for inviting me to speak at the 29th Human Capital Congress On October 24, 2023 The team at Thinkers360 for including me in their list of Top Voices 2023 Antonio Di Benedetto (here) and Rodrigo Santos (here) for posting about and recommending Excellence in People Analytics Raja Sengupta for creating a heatmap topic model overview of some of the key topics covered in the Digital HR Leaders podcast over the years. ABOUT THE AUTHOR David Green  is a globally respected author, speaker, conference chair, and executive consultant on people analytics, data-driven HR and the future of work. As Managing Partner and Executive Director at Insight222, he has overall responsibility for the delivery of the Insight222 People Analytics Program, which supports the advancement of people analytics in over 90 global organisations. Prior to co-founding Insight222, David accumulated over 20 years experience in the human resources and people analytics fields, including as Global Director of People Analytics Solutions at IBM. As such, David has extensive experience in helping organisations increase value, impact and focus from the wise and ethical use of people analytics. David also hosts the Digital HR Leaders Podcast and is an instructor for Insight222's myHRfuture Academy. His book, co-authored with Jonathan Ferrar, Excellence in People Analytics: How to use Workforce Data to Create Business Value was published in the summer of 2021. SEE ME AT THESE EVENTS I'll be speaking about people analytics, the future of work, and data driven HR at a number of upcoming events in 2023: 30 October - 1st People Analytics Conference Korea (Seoul - Virtual) 14-16 November - Workday Rising EMEA (Barcelona) 30 November - Indeed FutureWorks (Bengaluru)
    UNLEASH
    2023年10月29日