Screen Addiction in a Biopsychosocial-Technological World – Why We Also Need a Transcendent Lens

By [Binyx]

We no longer just use screens—we increasingly live through them.

Work, learning, relationships, entertainment, and even health and spiritual practices are now mediated by digital devices. Consequently, the question "Are we addicted to screens?" has evolved from a media cliché into a critical issue for research and policy across mental health, education, cybersecurity, and product design.

This article aims to:

1. Frame "screen addiction" through the classical biopsychosocial model.

2. Add a necessary fourth layer: technology itself as an active, engineered force.

3. Propose an extension toward a transcendent perspective—one that does not replace science, but allows spiritual and meaning-based viewpoints to be treated as legitimate lenses on human experience.

1. From “Too Much Screen Time” to a Researchable Phenomenon

Public discourse often reduces the complex issue of digital dependency to a single metric: "too many hours on the phone." However, "screen addiction" is not a single, unified diagnosis. In clinical and research literature, we find more specific and rigorous constructs:

• Internet Addiction Disorder (IAD): A proposed diagnosis debating the general overuse of the web.

• Problematic Smartphone Use (PSU): Focusing specifically on the compulsive checking and dependency on mobile devices.

• Gaming Disorder: Now officially recognized in the ICD-11 by the World Health Organization.

To move beyond anecdotes, researchers are asking key questions:

• Measurement: Are we measuring time spent, specific symptoms (withdrawal, tolerance), or functional impairment (loss of job, sleep deprivation)?

• Causality: How do we separate correlation (heavy screen use appearing alongside distress) from causation (one actually driving the other)?

• Interaction: How do biological, psychological, social, and design factors interact to create these behaviors?

To answer these, we must look beyond the individual and adopt a systemic view.

2. The Classical Biopsychosocial Model

The biopsychosocial model was introduced in the late 20th century as an alternative to a purely biomedical view of health. It posits that any condition is the result of intricate interactions between three domains:

1. Biological: Genetics, neurochemistry, sleep, hormones, and sensory systems.

2. Psychological: Thoughts, emotions, personality traits, and coping mechanisms.

3. Social: Family dynamics, peer groups, culture, institutions, and socioeconomic context.

Applied to screen-related problems, the model reveals a complex web of factors:

• Biological: The suppression of melatonin by blue light affecting circadian rhythms; the activation of dopaminergic reward pathways by variable reinforcement (e.g., "likes" or loot boxes).

• Psychological: The "Fear of Missing Out" (FOMO); perfectionism and negative self-evaluation triggered by social comparison; using screens as a maladaptive coping strategy to avoid painful thoughts or offline conflicts.

• Social: Norms dictating "instant replies"; the status attached to online presence; educational and corporate systems that mandate constant digital connectivity.

Within this framework, "screen addiction" is no longer the story of a "weak individual," but a multi-dimensional interaction between a person, their body, and their environment.

3. Adding the Missing Layer: Technology as an Active System

In 2025, it is no longer adequate to treat technology as a neutral background or merely a passive tool. The screen is not just a window into a pre-existing social world; it is an active agent. Technology today is:

• An Engineered Interface: Designed specifically to shape attention and behavior (e.g., infinite scroll, auto-play).

• An Optimization System: Tuned for specific objectives like engagement, retention, and ad revenue.

• A Feedback Loop: User behavior trains algorithms, which in turn train user behavior.

Because of this, we must extend the model to a Biopsychosocial-Technological (BPST) approach. Here, the technological layer is not a sub-category of "social," but a fourth, explicit layer:

• Biological: Physiology, sleep, visual strain, neurochemistry.

• Psychological: Attention, motivation, emotion regulation, identity.

• Social: Norms, roles, power structures, economic pressures.

• Technological: Interface architecture, recommendation systems, incentives, default settings, platform governance, and cybersecurity.

Example: The Teenager and Short-Form Video

Consider a teenager unable to stop scrolling through TikTok or Reels.

• Biologically: Sleep is reduced and fragmented.

• Psychologically: Anxiety and comparison are amplified.

• Socially: Peers normalize constant presence on the platform.

• Technologically: An algorithm continuously optimizes a personalized feed to maximize time-on-device, exploiting cognitive vulnerabilities.

Ignoring the technological dimension means ignoring the engineered constraints and incentives that partially determine human behavior.

4. Where the Model Encounters Limits: Non-Operational Data

The BPST approach is robust and compatible with conventional empirical methods (quantitative metrics, logs, physiological measures). However, practitioners—clinicians, educators, and cybersecurity consultants—regularly encounter data that resists easy operationalization:

• A person’s perceived meaning, purpose, or calling.

• Deep value systems that cannot be reduced to behaviorist variables.

• Religious or spiritual experiences that guide choices over long timescales.

• Narratives such as "I want my life to feel aligned with something higher than constant scrolling."

From a strictly reductionist perspective, these might be dismissed as "noise." Yet, in practice, these factors define what "success" means for the individual. If we erase this layer, we risk discarding vital variables simply because they are difficult to measure.

5. Proposing an Extension: BPST-Transcendent (BPST²)

We propose an extension: the Biopsychosocial-Technological-Transcendent (BPST²) model.

This does not replace the scientific method with metaphysics. Rather, it explicitly acknowledges a fifth layer: Transcendent. This layer encompasses experiences and worldviews related to meaning, value, spirituality, or "something beyond the measurable," insofar as they influence behavior and subjective outcomes.

The BPST² Framework:

• Bio / Psycho / Social / Tech: Investigated with standard empirical tools.

• Transcendent: Treated as a lens or moderator that shapes how people interpret situations, set goals, and respond to interventions.

Consider two families with identical devices and socioeconomic status:

• Family A defines digital rules based on productivity (a social/economic goal).

• Family B defines rules based on the sacredness of time or relationships (a transcendent goal).

From a BPST² perspective, Family B's worldview is not "irrational noise" but a higher-order parameter determining their digital existence.

6. Implications for Research

A BPST² framework suggests several directions for more nuanced research:

1. Mixed-Methods Designs: Combining quantitative indicators (logs, sleep data) with qualitative interviews exploring meaning and existential perspectives.

2. Worldview as a Moderator: Treating belief systems as variables that moderate the relationship between screen use and well-being.

3. Transparent Separation: Clearly distinguishing between what is supported by empirical evidence (Bio/Psycho/Social/Tech) and what belongs to the philosophical or spiritual commitments guiding interpretation (Transcendent).

This approach maintains scientific rigor while making explicit where science ends and values begin.

7. Implications for Clinical and Educational Practice

For clinicians, counselors, and educators, BPST² translates into practical assessment and intervention:

Assessment:

• Physical: Sleep, vision, posture.

• Psychological: Emotion regulation, avoidance patterns.

• Social: Family rules, peer expectations.

• Technological: Apps used, notification settings, security hygiene.

• Transcendent: What does the person consider ultimately meaningful or sacred?

Intervention:

• Psychological: Habit formation and cognitive restructuring.

• Social: Family agreements and institutional policies.

• Technological: Interface choices, content filters, cybersecurity practices.

• Transcendent: Aligning daily digital habits with deeply held values.

Often, the most powerful lever for change is motivational: people modify behavior when they connect it to something they value more than the immediate digital reward.

8. Implications for Binyx and Digital-Wellbeing IT Services

For Binyx, operating at the intersection of IT, cybersecurity, and human behavior, BPST² informs service design:

• Security and Behavior as One Story: Attacks exploit psychological and social vulnerabilities, not just technical ones. Training must combine technical advice with an understanding of human attention and meaning.

• Human-Centric Dashboards: Beyond uptime, monitor "human uptime"—focus time, context switching, and digital noise levels.

• Respect for Diverse Worldviews: Design tools that allow users to align digital use with their own values (e.g., "Shabbat mode," focus periods) without prescribing a specific ideology.

• Narratives Beyond Fear: Cybersecurity often relies on fear. A BPST² narrative combines risk assessment with a positive vision of what a secure, intentional digital life enables.

Digital hygiene is not just about patches and passwords; it is about protecting the freedom to direct one's attention toward what truly matters.

9. Conclusion

Screen addiction is not a simple on/off switch. It is a complex interplay of biological processes, psychological dynamics, social contexts, and technological systems deliberately designed to capture attention.

The classical biopsychosocial model remains powerful, but it must evolve. Extending it to a Biopsychosocial-Technological model acknowledges the active role of algorithms and interface design. Pushing one step further to a Biopsychosocial-Technological-Transcendent (BPST²) perspective allows us to admit that humans interpret data and make choices within frameworks of meaning that cannot be fully reduced to operational variables.

For research, this means more complete models. For practice, it means more humane interventions. And for companies like Binyx, it means designing solutions that protect not only our infrastructure but our capacity for a meaningful life.