Factors Influencing Workplace Productivity

We talk a lot about extreme heat, but almost no one talks about the math behind it. And that’s a problem. Emma Bacon recently raised a deceptively simple question: When reports say millions of work hours are ‘lost to heat,’ who is actually losing them? On paper, it looks like this: • Australia: 175 million labour hours lost in 2024 • NSW: up to 2.7 million working days lost per year by 2061 But these numbers do not mean millions of shifts cancelled. They do not mean workers simply stayed home. They do not assume universal safety protocols. They mean something far more fundamental: When heat rises, your physiology reassigns energy from productivity to survival. At a certain point, working at a normal pace is no longer safe, regardless of training, motivation, or economic pressure. The optimum environment for manual labour is 16-18 ℃ ( 61-65 ℉). Below or beyond that, there is an exponential reduction in productivity: https://lnkd.in/dRF8bWZM https://lnkd.in/dqWUvrXq (see graphs below) This is what “lost labour hours” actually capture: 👉 the amount of work people cannot perform safely 👉 not payroll loss, not absenteeism, not cancelled production And this invisible loss ripples far beyond physiology. Who pays the real cost? ▶ Workers, especially those in precarious jobs, often lose income when they slow down — forced to choose between heat safety and financial survival. ▶ Employers face reduced productivity, OSH risks, operational delays, and insurance exposure. ▶ Economies absorb long-term declines in output, health-care costs, and supply-chain instability. And here’s the most important part: current estimates are conservative. ❌ Heat levels (indoor and outdoor) are inappropriately assessed, often using indicators that don't meet validity criteria (https://lnkd.in/drVvmsAM). ❌ Psychosocial pressure and regulatory gaps remain grossly underestimated (https://lnkd.in/dhv2pCwf). Heat doesn’t simply threaten health. It threatens economic stability, labour markets, and the basic functioning of society. If we want resilient economies, we must urgently strengthen: ✔ evidence-based heat-safety standards ✔ workplace protections ✔ cooling strategies ✔ labour rights ✔ early warning and planning Behind every “lost hour” is a worker doing their best in conditions increasingly incompatible with human physiology.

Women aren’t weak or slow — we’ve just been carrying too much, for too long. A few months ago, I was coaching a brilliant young woman in her early leadership journey. Sharp, strategic, self-aware — and still, she couldn’t shake off the feeling that she was “falling behind.” Why? Because her male colleagues seemed to move faster, take more risks, and rise more easily. But here’s what she forgot: She was not only leading at work. She was also managing a household, caring for aging parents, navigating microaggressions, proving her worth in every room, and still being told to “lean in.” This isn’t about excuses. It’s about context. Women aren’t behind because they’re incapable. They’re behind because they’re overburdened — with unpaid labor, emotional caregiving, cultural expectations, and invisible pressures that rarely get acknowledged. So the next time you think a woman is “not ambitious enough,” pause. Look again. She might just be tired of doing it all. Let’s stop measuring potential through a lens that was never built for women in the first place.

2024 has been one of the hottest summers on record in the United States (I can attest that June was brutal in the great state of Michigan). One industry that appears to have benefited from the hot weather is electrical equipment production (NAICS 3353) (https://lnkd.in/gxpbwmvm), which has witnessed a very sharp increase in physical unit output over the past few months. One chart below. Thoughts: •Industrial production for electrical equipment is shown on the left Y-axis, where 100 = 2004 levels. Over the past three months, we have seen a ~5% increase in seasonally adjusted industrial production. This is quite a steep increase in output, though historically we have seen similar surges (pun intended). •Also included on the chart is drilling of oil and gas wells (NAICS 21311), on the right Y-axis, where 100 = 2004. I’ve added this series because oil drillers like to hook up to the electric grid whenever possible (https://lnkd.in/gRigCmyt), which may help explain why the two series are so tightly correlated. As can be seen, the most recent surge in electrical equipment production cannot be explained by oil & gas well drilling, as activity in that sector has been trending down. •Another potential explanation, which I’ll post about soon once more data is released, is continued sharp increase in the construction of data centers. This said, construction has been steadily trending upwards, which shouldn’t result in a sudden surge in electrical equipment production. Implication: a reasonable working hypothesis is that brutal summer heat in the USA is driving increased demand for electrical equipment to support strained power grids. It’s work noting the most recent industrial production readings are the highest since the Global Financial Crisis, with output from U.S. factories up 13% from 2018 and 2019 levels. #supplychain #supplychainmanagement #manufacturing #freight #trucking  

High performance doesn’t just appear because you have cool perks. It comes from environments where people can actually do their best work. Here’s what that looks like in practice: 1. Role clarity beats perks every time ↳People disengage faster from unclear jobs than from offices without snacks. ↳Write 90-day success metrics into every job description so expectations are never vague. 2. Pay equity builds more trust than benefits ↳A visible comp framework where two people in the same role can explain why their pay is different. 3. Recognition fuels consistency ↳Teams don’t need pizza parties. They need specific, public acknowledgment of the impact they made (“Your onboarding process cut client ramp time in half”). 4. Growth opportunities retain top talent ↳Perks don’t replace a clear path to bigger challenges. ↳The best performers leave when their learning curve flattens not when the snack bar runs dry. 5. Autonomy creates ownership ↳Remote or hybrid teams thrive when measured by outcomes, not hours. ↳Flexibility without accountability is chaos, but flexibility with clear goals is a growth multiplier. 6. Psychological safety drives innovation ↳Teams won’t take risks if they fear public failure. ↳Leaders who respond to mistakes with curiosity get better ideas, faster. That’s what keeps your best people  and gets their best work.

Extreme heat is destabilizing food security and marine ecosystems, as rising temperatures and heatwaves are becoming more frequent, longer, and more intense. #EarlyWarnings and climate services like seasonal outlooks are vital to help us adapt to the new reality. This is highlighted in a new report by the FAO and World Meteorological Organization. Some key takeaways: 🔺 Agricultural yield losses can triple when heat combines with other hazards such as drought and are projected to get much worse as the world warms, threatening livelihoods of many millions. 🔺 Marine heatwaves are projected to cause fish populations to decline more severely and move to new areas. Around 15 percent of fisheries have already been impacted by incidents of extreme heat, leading to economic losses of over $6 billion.   🔺 Agricultural workers are on the frontlines of extreme heat. Worker productivity drops by 2-3 percent for every degree above 20°C. 🔺 Ecosystems supporting food production are nearing critical limits. For every 1°C increase in average global temperatures, we are seeing up to a 6% decrease in yield for the four major crops – maize, rice, soy and wheat – that provide 60% of global calories. #EarthDay To the press release: https://bit.ly/4cqCSGw Access the full report: https://lnkd.in/ePGkruE3

41.2% of working women in India are stuck in chronic stress mode - and most don’t even realise it. A nationwide survey of 1.3 million women uncovered a silent epidemic of burnout in India’s female workforce: - 41.2% operate under constant high stress - 47% struggle with insomnia - 54% experience fatigue, brain fog or burnout symptoms - 1 in 3 say they rarely get time to rest Why? Because working women today are carrying two jobs - one at the office, and one at home. But their recovery time is nearly zero. And chronic stress isn’t just a mental health issue. It breaks the body down slowly. 🚩 Raises blood pressure - increasing heart disease risk 🚩 Disrupts sleep - weakening immunity and metabolism 🚩 Affects hormonal cycles - causing mood swings, fatigue, fertility issues 🚩 Shrinks brain volume - leading to memory loss and mental fog 🚩 Speeds up ageing - triggering inflammation, hair fall and fatigue As a doctor, I’ve seen far too many women ignore these signs until it’s too late. So here’s what I recommend: ▶︎ 1. Take 5-minute breaks every 60–90 minutes (even light movement helps) ▶︎ 2. Track early red flags - headaches, poor sleep, low mood, irritability ▶︎ 3. Prioritise sleep - 7+ hours is a medical need, not a luxury ▶︎ 4. Say no more often - and delegate more, both at home and work ▶︎ 5. Build one daily ritual that calms your system - reading, walking, breathwork And more importantly, don’t let the world’s expectations cost you your health. 🔁 Repost this to help more women catch the signs early - before burnout becomes breakdown. #healthandwellness #healthtips #workplacehealth

Even before #COVID19, we've known that better air improves brainpower, performance, and productivity. Since the pandemic, we've also known that safer air reduces infections and illness. This article is from January 2020, a month or two before most of the world became aware of the COVID pandemic. Following a gas leak, a "school district didn’t reengineer the school buildings or make dramatic education reforms; they just installed $700 commercially available filters that you could plug into any room in the country. " The air filter produced significant results--but they had nothing to do with the gas leak. "Air testing conducted around the time of the installation of the filters shows that the schools didn’t actually have abnormally high levels of the kinds of pollution that are normally associated with natural gas. Consequently, the installation of the filters served not to remove extra contamination caused by the leak, but simply to clean up the normal amount of background indoor air pollution present." The result? "Math scores went up by 0.20 standard deviations and English scores by 0.18 standard deviations... For context, this is comparable in scale to some of the most optimistic studies on the potential benefits of smaller class sizes." We should want this in every classroom and every workplace. Business leaders should be making the investments to improve air in the workplace. If you want improved productivity, better performance, and fewer sick days, providing clean air for your employees is simply a no-brainer. https://lnkd.in/g6MWukc9

We need to talk about the menstrual cycle.   This will come as a surprise to nobody, but I knew next to nothing about the menstrual cycle.   Then I sat down with Carmen Amador Barreiro and I realised just how much of an impact it has — not just on people, but on workplaces.   Things like: – 45% of menstruating employees miss work due to cycle-related symptoms. – Nearly 95% of workplaces offer zero support or benefits to address this.   And that Spain implemented menstrual leave three years ago. But almost no one takes it.   That last bit is the one that surprised me most.   I've spent years in People teams, built comp frameworks, designed policies, written about workplace performance. But this? This massive thing affecting half the workforce?   I had no real understanding of it.   Not about the issue, or the impact, or what it actually means for how people show up to work.   What was clear to me after this conversation, is that policies alone (even when well intentioned) won't solve this problem.   It has to come from within the organisations that actually want to support their people.   You can have the most progressive leave policy in the world, but if your people don't feel safe using it, you've just created expensive window dressing.   Thankfully I had an expert to help me understand how organisations can do this.   Carmen is a business psychologist and founder of The Cycle Method, and she knows how companies are getting this right — because she's helping them do it.   Carmen made a point that reframed how I think about this: – policy without culture is performative.   Before you rush to implement menstrual leave, you need to start with demystifying the conversation.   Create psychological safety first. Then the policies actually get used.   This isn't just a women's issue (although it disproportionately affects them). It's a workplace performance issue.   When half your workforce is navigating something that impacts their productivity, energy, and wellbeing, and you're pretending it doesn't exist, you're leaving performance on the table.   The businesses that will win here are the ones that: – Make it safe to talk about the menstrual cycle without stigma – Train managers to understand and support their people (I needed this training too) – Build flexibility into how work gets done (not just leave policies) – Recognise that bodies come to the workplace   Start with awareness. I did.   Have the conversation. Listen to what your people are experiencing.   The next edition of the FNDN Series drops soon, and has my full conversation with Carmen on this topic.   If you want to learn alongside me about how to bring this into your workplace in a practical way, sign up for the newsletter to get it when it drops: https://lnkd.in/gUTnpE_s

🌲A talent retention reality most enterprises ignore... This is wild: When your best Al optimizer leaves, 89% of their breakthrough methods leave with them. Crazy right? Stanford's Workplace Innovation Lab found that behavioral knowledge transfer is 4x less likely than technical skill transfer in enterprise teams. Invest millions in training portable technical skills, and people can move between roles. Ignore behavioral portability, and every departure becomes a productivity reset. So what does this look like in practice? During team transitions: Require "behavior documentation" alongside technical handovers for departing team members. In Al project planning: Build optimization sharing into sprint retrospectives and cross-team reviews. For high-performing teams: Create "silent optimizer spotlights" to surface and scale individual innovations. And it's not limited to just retention. The research focused on departures, but behavior portability impacts other enterprise challenges: Scaling initiatives: Replicate successful team dynamics across new markets and product lines. Merger integration: Transfer best practices from acquired teams to accelerate cultural alignment. Leadership development: Document and teach the behavioral patterns that drive consistent results. Your enterprise knowledge walks out the door every time someone quits. Choose to make breakthrough behaviors as permanent as your systems. Want to build a personal brand that makes you stand out in your industry? As someone who's helped founders transform from unknown to industry leaders, I can craft content that positions you as the go-to expert in your Industry. Curious to see how I've made others famous while making their businesses profitable? DM me "BRAND" and let's discuss how I can help you grow your influence and attract high-quality opportunities. —————— Are currently looking for Jobs ? Get Jobs & Internship Updates Join Below:- . WhatsApp👉 https://lnkd.in/g9FdBfYd . Telegram👉 https://lnkd.in/ePxtYkFH . . ✅ Share this if you've seen great optimizers take irreplaceable knowledge with them.

New report – Extreme Heat and Agriculture Food and Agriculture Organization (FAO) World Meteorological Organization (WMO) https://lnkd.in/eSs-Jxcm https://lnkd.in/eKd-WibF Summary “#Extremeheat has emerged as one of the most serious and acute hazards facing agriculture around the globe, threatening #food security and the livelihoods of billions. Extreme heat is a powerful risk multiplier with direct and indirect impacts across all agricultural subsectors (crops, livestock, fisheries and aquaculture, and forestry). It amplifies existing hazards such as #drought, heightens the risk of #wildfires, and creates complex compound impacts that endanger not only production but also the health of agricultural workers, who are on the frontlines of the growing threat. The fingerprints of extreme heat on #agriculture are already visible worldwide. The analysis of scientific evidence and case studies presented in this report confirms that heat is driving significant productivity losses. For example, yields of staple crops like #maize and #wheat have declined by 7.5 and 6.0 percent per 1 °C of warming and are projected to decline by up to an additional 10 percent for every 1 °C of warming in the future. Under high-emission scenarios, nearly half the world’s #cattle could be exposed to dangerous heat by 2100, with annual losses nearing USD 40 billion (in 2005 dollars), although under a low-emission scenario (SSP1-2.6), impacts from livestock exposure to extreme heat are reduced by nearly two-thirds. In aquatic systems, marine heatwaves have already caused repeated mass mortality events and are forcing entire #fish stocks to migrate in search of cooler water. Fruit and nut trees and natural forests are also subject to production losses and the growing risk of more frequent and intense wildfires. Together, these losses create a dangerous feedback loop, where shortfalls in production can lead to agricultural expansion to compensate, increasing GHG #emissions that fuel further #climatechange. Building #resilience through adaptation to damaging changes that have already occurred and that are imminent is imperative. The need for #adaptation action is particularly acute for the most vulnerable communities in the tropics and subtropics. Because extreme heat is predictable, strengthening climate services and early warning systems linked to anticipatory actions is a key opportunity. It is also clear that there are profound limits to what adaptation can achieve. With global mean temperatures on the cusp of exceeding the 1.5 °C warming limit outlined in the #ParisAgreement, the urgency for adaptation and mitigation action only grows. The only durable solution to protect the future of global agrifood systems from the escalating threat of extreme heat lies in ambitious, multilateral climate change #mitigation.”