Research
The Research Behind Attune™
Better digital habits begin with better understanding.
Our relationship with technology is shaped by attention, habits, reward systems, sleep, stress, and the environments around us.
Attune is built around these areas of human behaviour—not to diagnose or label you, but to help you understand your patterns and make more intentional choices.
This page brings together research and established scientific sources that inform the ideas behind Attune.
What We Know About Digital Life
Attention Is Limited
Human attention is not an unlimited resource.
Every notification, interruption, task switch, and competing source of information can place additional demands on our attention.
Research on attention residue, task switching, interruptions, and media multitasking helps explain why constantly moving between activities can make sustained concentration more difficult.
Why it matters for Attune
Attune includes focus sessions and daily reflection because understanding when and why your attention is being disrupted can be more useful than simply trying to “focus harder.”
Explore the research
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Leroy, S. (2009). Why is it so hard to do my work? The challenge of attention residue when switching between work tasks. Organizational Behavior and Human Decision Processes, 109(2), 168–181.
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Ophir, E., Nass, C., & Wagner, A. D. (2009). Cognitive control in media multitaskers. Proceedings of the National Academy of Sciences, 106(37), 15583–15587.
Information Overload
More Information Doesn't Always Mean Better Information
Modern technology makes an extraordinary amount of information available instantly.
But our ability to process information remains limited.
Information overload research examines what happens when the amount, complexity, or speed of incoming information exceeds our ability to effectively process it.
This can affect decision-making, attention, and perceived mental workload.
Why it matters for Attune
Attune encourages users to notice how much information they consume and how that experience affects their everyday attention and mental state.
Explore the research
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Eppler, M. J., & Mengis, J. (2004). The concept of information overload: A review of literature from organization science, accounting, marketing, MIS, and related disciplines. The Information Society, 20(5), 325–344.
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Roetzel, P. G. (2019). Information overload in the information age: A review of the literature from business and information systems research. Business Research, 12, 479–522.
Digital Habits & Automatic Behaviour
What We Repeat Can Become Automatic
Many everyday behaviours are performed with little conscious deliberation.
Habit research describes how repeated behaviour can become associated with particular contexts or cues.
Digital environments can provide an especially large number of cues—from notifications and icons to habitual checking contexts.
Why it matters for Attune
Rather than focusing only on how much technology someone uses, Attune encourages awareness of when, why, and how technology enters everyday routines.
Explore the research
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Wood, W., & Rünger, D. (2016). Psychology of habit. Annual Review of Psychology, 67, 289–314.
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Gardner, B. (2015). A review and analysis of the use of ‘habit’ in understanding, predicting and influencing health-related behaviour. Health Psychology Review, 9(3), 277–295.
Variable Rewards & Digital Engagement
Why Checking Can Become Difficult to Resist
Some behaviours are strengthened when rewards are unpredictable or variable.
Research into reinforcement and reward learning provides an important foundation for understanding why certain digital interactions can become highly engaging.
However, the science is more nuanced than simply saying that every social media interaction creates an “addiction.”
Individual behaviour, context, platform design, motivation, and vulnerability all matter.
Why it matters for Attune
Attune approaches digital behaviour through awareness and intentionality, rather than fear-based messaging.
Explore the research
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Schultz, W. (2015). Neuronal reward and decision signals: From theories to data. Physiological Reviews, 95(3), 853–951.
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Montag, C., Lachmann, B., Herrlich, M., & Zweig, K. A. (2019). Addictive features of social media/messenger platforms and freemium games against the background of psychological and economic theories. International Journal of Environmental Research and Public Health, 16(14), 2612.
Sleep & Digital Stimulation
Recovery Is Part of Performance
Sleep plays an essential role in cognitive functioning, emotional regulation, and physical health.
Research has examined how evening light exposure, electronic media use, and device-related behaviours may interact with sleep.
The relationship is complex, however, and not every form of screen use has the same effect.
Why it matters for Attune
Attune treats recovery as part of digital wellbeing rather than something separate from productivity.
Explore the research
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Chang, A.-M., Aeschbach, D., Duffy, J. F., & Czeisler, C. A. (2015). Evening use of light-emitting eReaders negatively affects sleep, circadian timing, and next-morning alertness. Proceedings of the National Academy of Sciences, 112(4), 1232–1237.
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Carter, B., Rees, P., Hale, L., Bhattacharjee, D., & Paradkar, M. S. (2016). Association between portable screen-based media device access or use and sleep outcomes: A systematic review and meta-analysis. JAMA Pediatrics, 170(12), 1202–1208.
Digital Technology & Wellbeing
The Relationship Is More Complicated Than Screen Time
One of the most important findings across digital wellbeing research is that screen time alone doesn't tell the whole story.
What someone does online, why they are doing it, how they feel while doing it, what happens before and after use, and their wider circumstances can all matter.
This is why Attune focuses on patterns and context, rather than treating a single number as a complete measure of wellbeing.
Explore the research
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Orben, A., & Przybylski, A. K. (2019). The association between adolescent well-being and digital technology use. Nature Human Behaviour, 3, 173–182.
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Kross, E., Verduyn, P., Demiralp, E., et al. (2013). Facebook use predicts declines in subjective well-being in young adults. PLOS ONE, 8(8), e69841.
From Research to Attune™
Research doesn't provide a single formula for living a better digital life.
Instead, it gives us evidence, questions, frameworks, and a better understanding of human behaviour.
Attune translates selected evidence-informed concepts into practical tools for self-reflection:
Research
Understand what science tells us.
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Awareness
Notice how those ideas appear in your own life.
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Reflection
Identify your personal patterns.
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Experiment
Try small, intentional changes.
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Review
See what actually works for you.
Our Approach to Evidence
We believe wellbeing products should be transparent about the difference between evidence and interpretation.
Attune therefore aims to:
Use credible sources
We prioritize peer-reviewed research, systematic reviews, academic literature, and established public-health sources.
Avoid exaggerated claims
Research is rarely as simple as a headline suggests.
Acknowledge uncertainty
When evidence is mixed or evolving, we don't present it as settled fact.
Keep the human context
Scientific findings describe populations and patterns. They don't define an individual person.
Separate education from diagnosis
Attune is designed for education, self-reflection, and habit awareness—not medical or psychological diagnosis.
Our Research Library
The references below are a starting point rather than an exhaustive bibliography.
Attention & Cognition
Leroy (2009)
Ophir, Nass & Wagner (2009)
Information Overload
Eppler & Mengis (2004)
Roetzel (2019)
Habits & Behaviour
Wood & Rünger (2016)
Gardner (2015)
Reward & Engagement
Schultz (2015)
Montag et al. (2019)
Sleep & Screens
Chang et al. (2015)
Carter et al. (2016)
Digital Technology & Wellbeing
Orben & Przybylski (2019)
Kross et al. (2013)
A Note on What Attune™ Is
Attune is an educational and self-reflection system.
It is not a medical device, mental-health diagnostic tool, or substitute for professional medical or psychological advice.
Research is used to inform the educational framework behind Attune, but individual experiences can differ significantly.
If you're experiencing significant or persistent difficulties with your mental or physical health, consider speaking with an appropriately qualified professional.
Keep Questioning. Keep Learning.
Science changes.
Our understanding of technology changes.
And your relationship with technology can change too.
That's why Attune isn't about giving you one permanent answer.
It's about giving you better questions.