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HUMAN DIGITAL INTELLIGENCE
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Individuals · Parents · How to read evidence · 4 min read

What makes a personal plan worth trying?

A relevant suggestion, a useful story and scientific evidence do different jobs. A good programme should make the difference clear.

A woman reviews a notebook and book beside a face-down phone.
AI-generated illustration · fictional people
The useful distinction

Personalisation describes how a suggestion is selected. Evidence describes what supports it. Neither word guarantees a result for a particular person.

More documents are not the same as more relevance

Imagine receiving a beautifully designed plan that recommends a quiet morning walk when your mornings involve night-shift recovery and school drop-off. The idea might appeal to someone else, but its fit for you is uncertain. Personalisation should make circumstances matter: what you reported, what you want to change and what you can actually do.

That is an editorial standard, not evidence of programme effectiveness. Selecting different material for different answers establishes that a system responds to input. It does not establish that the selection is correct, that the underlying questionnaire measures what it claims to measure, or that the selected practice will help. Those questions need their own checks.

There is research on particular planning methods. In two field experiments involving dieting and athletic goals, Achtziger and colleagues found that if–then plans aimed at interfering inner states improved goal attainment. This supports studying a specific planning technique. It does not establish that any personalised PDF, any digital-wellbeing tactic, or the same approach with a young child will have that effect. Achtziger et al., 2008

A timetable gives structure, not a deadline for change

In a study of everyday habit formation, Lally and colleagues followed people repeating a chosen eating, drinking or activity behaviour in a consistent context. Reported automaticity developed at different rates. The research concerns specific repeated behaviours and a model of automaticity, rather than a universal deadline for changing digital habits. Lally et al., 2010

A six-week plan can therefore be offered as an organising format: a place to choose, try and revisit practices. It should not promise that every habit will be established by the last page. The study did not test HDI, a six-week screen programme or the effectiveness of a particular story. Our use of a timetable is a design choice, not an outcome guaranteed by that paper. Lally et al., 2010

What a story can honestly offer

In HDI’s proposed editorial approach, a story gives a practice a setting: someone faces a recognisable moment, tries something and encounters ordinary constraints. A reader can consider the situation without being told that the character’s experience predicts their own. The story is an invitation to reflect, rather than a case history proving the technique works.

A scientific foundation must identify the research and the finding it actually supports. A cultural foundation must identify the work or tradition accurately and explain the connection. Neither is a licence to claim treatment effects. A story inspired by a cultural practice can be valuable as interpretation while remaining outside experimental evidence. Invented characters should never be presented as successful programme customers.

Research also gives a reason to read stories thoughtfully. Green and Brock’s experiments examined absorption in narratives and story-consistent beliefs; a manipulation reducing absorption also reduced those beliefs and evaluations. This was research on narrative persuasion, not recovery from problematic screen use. A compelling account can influence a reader without establishing that its lesson is true or its suggested practice effective. Green & Brock, 2000

Three questions for any recommendation

First, why am I seeing this? A recommendation should connect to a stated answer, preference or situation. Second, what supports it? The explanation should distinguish a tested practice from an idea borrowed from related research or culture. Third, what would make it unsuitable? Costs, physical demands, privacy, other people’s involvement and family circumstances can change what is workable.

As an optional way to use a plan, choose one feasible suggestion and write down what you hope to notice. Afterwards, record what happened, including whether it felt irrelevant or impractical. This is personal reflection, not a controlled experiment and not proof of causality. It can help you decide what to discuss or adjust without pretending that every improvement or setback came from the programme.

A useful plan leaves room for that answer. Its value should be assessed through clear explanations, appropriate choices and eventually direct evidence about the programme itself. An impressive reading list or a large collection of stories cannot substitute for those responsibilities.

Sources and scope

  1. How are habits formed: Modelling habit formation in the real world

    European Journal of Social Psychology, 40, 998–1009. Repeated everyday behaviours and self-reported automaticity; not an HDI intervention trial. DOI: 10.1002/ejsp.674.

  2. Implementation Intentions and Shielding Goal Striving From Unwanted Thoughts and Feelings

    Personality and Social Psychology Bulletin, 34(3), 381–393. Primary publisher abstract: two field experiments; no claim of HDI or child-programme efficacy.

  3. The role of transportation in the persuasiveness of public narratives

    Journal of Personality and Social Psychology, 79(5), 701–721. Author-institution primary abstract; narrative beliefs/evaluations, not treatment outcomes. DOI: 10.1037/0022-3514.79.5.701.

Sources supplied with this local draft; article claims and source admission remain subject to scientific review. These external works do not validate HDI’s questionnaire or establish the effectiveness of its programme. No external organisation’s endorsement is implied.