How fitness apps affect your health: they’re not as good as you may think

How fitness apps affect your health: they’re not as good as you may think

2025-12-08health
--:--
--:--
Ziggy
Good morning svhtcb2gxw, I'm Ziggy, and this is Goose Pod, just for you. Today is Monday, December 8th. The stage is set, the lights are low, and our subject is a curious one: the digital ghosts we invite into our lives to count our steps and calories.
Holly
And I’m Holly. We’re exploring how fitness apps affect your health, and it seems they’re not always the lovely cheerleaders we might think they are. It’s a fascinating, and slightly troubling, topic.
Ziggy
Troubling is the word. It reminds me of a rather grim piece of theatre from the online world. A Russian fitness influencer, in a grand performance for viral fame, embarked on a 10,000-calorie-a-day stunt. The final curtain fell with heart failure. A tragedy in the name of clicks.
Holly
Oh, how dreadful! That’s a truly extreme example, but it really highlights the dangerous pressures within that online wellness world, doesn't it? It’s this same environment where these fitness apps live and thrive, promising us a better version of ourselves with every notification.
Ziggy
Precisely. And the script they're working from isn't always for our benefit. Dr. Paulina Bondaronek, a researcher at University College London, has been peering behind the curtain. Her latest work analyzed nearly 60,000 social media posts about the most popular health apps.
Holly
And what did she find? I imagine it wasn't all sunshine and personal bests. When you gather that many voices, you're bound to hear some discord. It's one thing to see the shiny advertisements, but another to hear from the people using them every single day.
Ziggy
Discord is putting it mildly. The AI models they used filtered out the noise to focus on over 13,000 negative comments. People felt pestered by notifications, a constant nagging from their digital Jiminy Cricket. There was shame, anxiety, and even self-loathing tied to these apps.
Holly
That’s so sad. The very tool meant to empower you ends up making you feel like a failure. I can understand that. If an app sets an unrealistic goal and you fall short, it’s easy to internalize that as a personal failing rather than a flaw in the algorithm.
Ziggy
And that's the crux of it. This loss of motivation often led to people quitting the apps entirely, defeating the purpose. Worse still, researchers in Australia found this obsession with targets could escalate, potentially leading to the development of disordered eating habits. The promise of wellness becomes a path to illness.
Ziggy
It's a strange new world, but it didn't just appear from the ether. This whole digital health theatre began in 2008, a twin birth with the iPhone and the App Store. A new stage was set for technology to direct the choreography of our physical lives. It was a revolution.
Holly
And what a revolution it was! It went from a novelty to a massive industry. By 2018, these apps were generating $2.4 billion in user revenues alone. That’s just a slice of the total physical activity technology market, which was worth over $26 billion. How absolutely staggering!
Ziggy
It is. We’re talking about a universe of over a quarter of a million fitness and health apps, each one a little galaxy of data points. They started simply, you know, just tracking workouts, counting steps. But now, they've evolved into these complex ecosystems of our well-being.
Holly
They have become so sophisticated. It’s not just about logging your lunch anymore. They have social communities, competitive leaderboards, and even personalized music for your workouts. It feels like they try to integrate into every little part of your life, connecting to watches and other gadgets.
Ziggy
Yes, the 'Internet of Things' weaving itself into the 'Internet of Us'. And this entire spectacle is largely unregulated. Unlike medical devices, which have to pass rigorous checks, wellness apps exist in a sort of digital wild west. They ask for your weight, your goals, and then an algorithm writes the script.
Holly
With no health professionals involved to see if the goal is even appropriate? That seems quite risky. An algorithm, no matter how clever, lacks the nuance and understanding of a human expert. It doesn't know your history or your personal struggles, it only knows the data you feed it.
Ziggy
Exactly. It's a performance of personalization without the substance. The algorithms are more sophisticated now, especially with AI, but they still lack true tailoring. It’s a one-size-fits-all costume pretending to be bespoke. This m-Health era, as they call it, has exploded since 2007.
Holly
It's clear the potential is there. The World Health Organization itself said back in 2011 that mobile health could transform healthcare delivery across the globe. But with such rapid growth, it seems the considerations for user safety and well-being are struggling to keep pace with the technology.
Ziggy
The plot always outpaces the critique. We've seen the concepts evolve from '4G health' to '5G health', each promising a faster, more connected existence. Yet, we're only now beginning to ask what the psychological cost of this constant, data-driven performance of health really is.
Ziggy
And with this explosion of data comes the central conflict of our age: privacy. It’s the ghost in the machine. During the pandemic, downloads and profits for these apps soared. But with all that sensitive data being shared, the curtain gets pulled back on some unsettling truths.
Holly
It’s a matter of trust, isn't it? We give these apps our most personal information, details we might not even share with our closest friends. We trust them to keep it safe, just as we would trust a doctor. But that trust can be so easily misplaced, which is a scary thought.
Ziggy
Misplaced and monetized. Many of these apps aren't covered by the same strict privacy laws as traditional healthcare, like HIPAA. Once your data leaves that protected space, it can be sold, packaged, and used for advertising. Your anxieties become just another product on the digital shelf.
Holly
That’s awful. I read about the complaint against BetterHelp, the therapy app. They were accused of sharing customer data with companies like Meta and Snapchat for advertising, after promising confidentiality. It feels like such a profound betrayal of the user's vulnerability.
Ziggy
It's a recurring theme. Talkspace reportedly mined private user conversations to develop its AI. A Mozilla report found that out of 32 mental health apps, 22 had what they called a 'privacy not included' warning. The very design seems to funnel our sensitive lives into unregulated corporate pipelines.
Holly
And these privacy policies are often impossible to understand, requiring a college-level education to decipher. How can anyone give meaningful consent in that situation? It seems the system is designed to confuse, so we just click 'agree' without a second thought to get to the features we want.
Ziggy
It’s a calculated risk on their part. And the stakes are high. In 2019 alone, over 41 million healthcare records were exposed in data breaches. Public health scholar Lawrence Gostin warned that patients should be very worried. This isn't just about convenience, it's about converting our health into a data stream ripe for exploitation.
Ziggy
The impact of all this is a subtle poison. It's not just about data breaches. It’s about the slow, creeping effect these apps have on our minds. The article points out a direct link between fitness app use and a rise in both disordered eating and excessive exercise.
Holly
It turns well-intentioned self-improvement into a compulsion. The app becomes the authority, and its targets become absolute commands. Instead of listening to our bodies, we're listening to a stream of data that tells us we're not doing enough, not good enough. It's a recipe for anxiety.
Ziggy
A theatre of metrics where we are the lead actor, judged by a faceless audience of algorithms. This obsession with hitting targets has been dubbed 'orthosomnia' in the context of sleep trackers. An unhealthy preoccupation with achieving perfect sleep scores that, ironically, makes sleep worse.
Holly
You can’t force your body to sleep better just because an app says you need to! It makes perfect sense that the anxiety from trying to meet those goals would be counterproductive. It seems the more we outsource our intuition to technology, the more disconnected we become from ourselves.
Ziggy
And that disconnection has real consequences. The constant tracking of macronutrients, the rigid calorie goals set far too low, the questionable advice from cycle-syncing apps... it all feeds into a narrative of control that can easily spiral into obsession, eroding body image and mental peace.
Ziggy
Looking to the future, the script gets even more fantastic. By 2025, they predict a new synergy. AI personal trainers, advanced wearables detecting early signs of illness, even augmented reality coaches providing real-time feedback. It's a move away from guesswork and towards absolute precision.
Holly
That sounds incredibly helpful on one hand. Imagine a smart mattress that adjusts to help you recover, or a nutrition app that plans meals based on your DNA. The potential to proactively manage our health is amazing. It could be a lovely tool for so many people.
Ziggy
A tool, or a crutch? My question is, as these digital ecosystems become fully interconnected, creating a unified dashboard of our existence, who is in the director's chair? This proactive optimization could easily become a more sophisticated form of surveillance, a gilded cage of perfect health.
Holly
That’s the challenge, isn't it? Ensuring that as the technology becomes more powerful, so do the protections for the people using it. We need to find a balance where we can enjoy the benefits without sacrificing our privacy and our peace of mind.
Ziggy
Indeed. These apps are a double-edged sword, a reflection of our desire for control in a chaotic world. That's all the time we have for today's performance. Thank you for listening to Goose Pod, svhtcb2gxw.
Holly
It was a fascinating discussion. We hope it gave you something to think about. See you tomorrow.

Fitness apps, promising better health, often cause anxiety, shame, and even disordered eating due to unrealistic goals and constant notifications. Their unregulated nature raises privacy concerns, with user data potentially monetized. While offering potential benefits, these apps can foster unhealthy obsessions, disconnecting users from their own intuition and well-being.

How fitness apps affect your health: they’re not as good as you may think

Read original at News Source

Tracking your daily calories, nutrients and activity on a smartphone health app is a way of life for many who swear the apps are an invaluable crutch for helping them shape up. Global downloads of diet and fitness apps grew to 3.6 billion worldwide last year, with the UK market alone expected to be worth £982 million by 2033.

Yet although they are intended to steer us along the path to wellness, new research suggests that the outcomes of relying too heavily on advice from a diet or fitness app can be life-changing for all the wrong reasons.Dr Paulina Bondaronek, a research fellow in behavioural science at University College London, has been investigating health apps for most of the past decade.

Her latest findings, published in the British Journal of Health Psychology, looked at nearly 60,000 posts on social media relating to five of the most popular health and fitness apps, including MyFitnessPal, Strava and WW (formerly Weight Watchers). With colleagues from Loughborough University and the University of Westminster, Bondaronek used AI models to select the 13,799 posts that contained negative comments, ranging from irritation at the technicalities of using an app, or at notifications to log calories or keep sugar consumption low, to shame and self-loathing at having to log “unhealthy” foods and falling short of unrealistic goals.

Many users expressed disappointment and anxiety at their slow progress towards algorithm-generated targets, felt “pestered” by app notifications and said that the difficulty of sticking to rigid goals quickly led to a loss of motivation. For some people this resulted in quitting, which thus defeated their intended purpose.

Others developed feelings of failure and self-loathing that might exacerbate poor body image. It follows a review of 38 studies earlier this year in which researchers at Flinders University in Australia raised concern about growing numbers of diet app users becoming obsessive about targets, to the point of them developing disordered eating habits.

Apps have also been criticised for allegedly increasing the likelihood of injuriesOSCAR WONG/GETTY IMAGES“The focus on dietary restriction and weight loss in these apps may feed into restrictive or excessive behaviours, raising concerns for those people who have pre-existing concerns about their weight or body image,” says Isabella Anderberg, a researcher in the College of Education, Psychology and Social Work, who led the study.

Bondaronek says the wellness app market was launched in 2008 and remains largely unregulated, with apps in the wellness category not subject to the same rigorous guidelines as medical technology devices. “Many health apps are still based on very crude metrics, which is concerning,” Bondaronek says. “Nearly all of them start by asking your height, weight and how much weight you want to lose with no health professionals involved in determining whether this is an appropriate goal.

” Algorithms have become more sophisticated, especially with the use of AI interpretation of data, but she says they still lack “the personalisation and tailoring needed to be fully accurate”.Few previous studies had looked at the effects of app use on the longer-term mental and physical health of consumers.

“We do know they haven’t been a fantastic intervention on a public health level because I don’t think we are getting healthier or living longer as a result of using them,” Bondaronek says. “Our latest study was an attempt to look at potential unintended consequences of app use.”• Fitness apps can do more harm than good, warns A-list trainerShe says her aim is not to vilify wellness apps but to highlight the potential negative side-effects.

Her preference is for fitness apps that encourage social interaction rather than requiring users to do tasks such as daily steps on their own. “Self-monitoring and action planning are powerful behaviour change techniques,” Bondaronek says. “But often it means people miss out on the great potential of social connectedness for improving our health and happiness, which has proven psychological benefits, and we can overuse data-tracking apps to the point where they become detrimental.

”Even if you do find them a useful motivational tool, don’t pin all your hopes on an app’s targets or results. Most diet-tracking apps aren’t 100 per cent precise and come with a huge margin of error, according to Alex Ruani, a nutrition researcher at University College London and chief science educator at the Health Sciences Academy.

“A systematic review and meta-analysis published in Advances in Nutrition found that mobile dietary record apps often under or overestimate energy, macronutrient and micronutrient intake,” Ruani says. “That team of researchers from the Netherlands reported ‘large variability among apps’ in real-life settings, so use them as rough guides, not gospel.

” About to download an app? Here’s what you need to know.Be wary of huge cuts in calorie intakeApps can suggest larger drops in calorie intake than are needed or recommendedANDRIY ONUFRIYENKO/GETTY IMAGESA calorie deficit is needed to lose weight. “Yet many apps set calorie targets that are far too low, which can leave you hungry and demotivated,” says Bahee Van de Bor, a dietician and spokesperson for the British Dietetic Association (BDA).

Bondaronek found that app-approved targets were not based on public health recommendations, such as NHS recommendations for daily calorie intake, but rather were dictated by a user’s own goals, which could mean unrealistic or unsafe recommendations.One app user in her study reported being told to consume 700 fewer calories a day to reach her goal.

A healthy and achievable amount is a deficit of about 500 calories per day. “Go too low and it becomes very difficult to meet micronutrient needs for iron, calcium, magnesium, folate, B vitamins and essential fatty acids without supplementation,” says Dr Linia Patel, a researcher in the department of clinical sciences and community health at the Università degli Studi di Milano in Italy and a spokesperson for the BDA.

“If your app is suggesting a chronic drop below this you should start to question the validity of it.”• Being constantly nagged by health apps is no fun at allDon’t become obsessed with macronutrient trackingThere’s no evidence to suggest macronutrient tracking beats calorie counting or other diet approachesGETTY IMAGESSome apps push tracking macronutrients — fat, carbs and protein — rather than calories as a healthier route to weight loss with recommendations to increase the proportion of satiating protein to carbs.

But Bondaronek found this too led to unhealthy obsessions for many. “When people started thinking just in terms of the fat and protein in their food it became all-consuming,” she says. “The difficulty of sticking to rigid goals led to loss of motivation.”Macronutrient counting can give you a sense of what good nutrition looks like at first, Ruani says, but it’s not essential long term.

“National guidelines recommend getting about half your calories from carbohydrates, with the rest split sensibly between protein-rich sources and healthy fats. For most people, that’s a perfectly adequate goal without constant logging.”There’s no evidence that macronutrient tracking offers greater long-term weight-loss benefits than calorie counting or other diet approaches.

A review of 14 popular diets in the BMJ found that “most macronutrient diets, over six months, resulted in modest weight loss” but that the effects on weight loss “largely disappeared” after a year. The only nutrient worth tracking on an app is fibre, Van de Bor says, which is included in the nutrition data on many apps.

“Aim for about 30g of fibre a day. Fibre keeps you fuller for longer, stabilises blood sugar and feeds the friendly bacteria that support digestion, immunity and even mood.”• Take a food photo and this app counts the calories. Does it work?Fertility and ovulation tracking apps are prone to inaccuracyBondaronek’s next study, due to be published soon, focuses on the vast market for menstrual tracking apps used by millions of women to log energy levels, symptoms such as cramps and cravings, and also to track ovulation and fertility.

According to a review published last year and led by Joyce Harper, professor of reproductive science at University College London, the “femtech” market is huge, with period tracking marked as the second most popular type of app among adolescent females and the fourth most popular among adults.Most tracking apps work by women inputting the date of their period so that a calendar-based algorithm can be applied to predict the start date of their next period, initially based on a 28-day cycle but using patterns and trends to learn about the user as they put in more information.

Some apps have the option of adding biometric data, such as daily body temperature, cervical mucous consistency or hormone levels in the urine, but Kirsty Elliott-Sale, professor of female endocrinology and exercise physiology at Manchester Metropolitan University, who has published dozens of studies on menstrual tracking apps, says they are pointless.

“If you use a urine test to predict ovulation then you know when you are ovulating and don’t need to pay for an app on top,” she says. “The app is just a way to house the data you get from these tests.”Most cycle-tracking apps don’t track anything you don’t tell them and their scientific validity has been held to question.

Harper and her team said that apps promising to predict a user’s ovulation date usually 14 days after their period starts “have been proven to be ineffective, with a 21 per cent maximum probability of it being correct”.• Menstrual apps harvest data that ‘puts women’s safety at risk’Don’t trust ‘cycle syncing’ apps for diet and workout adviceSome apps offer “cycle syncing” advice, tailoring diet and exercise to different phases of the menstrual cycle.

Are they a good idea? “Absolutely not,” Elliott-Sale says. “These sorts of menstrual syncing apps are based on poor quality evidence and the scientific community would not be recommending translating the data they provide into practice.” Some women do experience symptoms such as diarrhoea at certain phases of their cycle but she says they don’t need an app to tell them that it’s a good idea to tweak their diet.

Apps that promise to sync your workouts to phases of the menstrual cycle are also a waste of time. “Many professional and Olympic sports bodies and coaches have asked their athletes not to use them as the advice they give is inaccurate,” Elliott-Sale says. “I have seen first hand when a women athlete refused to do the training her coach prescribed as her app said it wasn’t a good phase for her to do this, despite no scientific evidence to the app data.

”Sleep trackers might not help you sleep betterSleep trackers can lead to obsessing over targets, which makes sleep patterns worse, not betterANDREY POPOV/GETTY IMAGESSleep trackers mostly use sound, heart rate and movement to estimate sleep phases and to provide a sleep score. For some, obsessing over the data leads to an unhealthy preoccupation with hitting sleep targets that has been dubbed orthosomnia.

Ironically, it can lead to anxiety that makes sleep patterns worse, not better. Kevin Morgan, emeritus professor of psychology at Loughborough University’s clinical sleep research unit, says that most sleep trackers only provide feedback on how well — or not — you have slept, which is often evident anyway by how tired you are feeling when you wake up.

“There’s nothing a tracker can do to change the components of sleep,” Morgan says. “We can’t force our bodies to sleep better just because a tracker says we need more sleep.” • The eight ways to get a really good night’s sleep

Analysis

Conflict+
Related Info+
Core Event+
Background+
Impact+
Future+

Related Podcasts