What makes change work, and what an app can honestly deliver

Why does working on change help some people and barely help others? After decades, psychotherapy research has a fairly clear answer: it depends less on the one right method than on a few shared ingredients. We asked ourselves which of them an app can really offer. And which it cannot.

What research knows about change factors

The American psychologist Bruce Wampold summarised much of the research in a model, the contextual model. In it, change works through three routes: a real relationship, an explanation of the problem that makes sense to the person and creates hope, and tasks through which they actively do something new¹.

How strongly individual ingredients relate to outcome was compiled in meta-analyses by an American Psychological Association task force led by John Norcross and Michael Lambert. The key figures²:

For context: an r of .28 counts as a medium association. Norcross and Lambert stress that the relationship contributes at least as much to success as the chosen method². We covered the working alliance in detail in Relationship first.

Grawe’s four principles

The German psychologist Klaus Grawe, who taught in Bern, arrived at a similar picture from another direction. From hundreds of studies he derived principles that work across schools. The coaching researcher Peter Behrendt has applied them to coaching⁴:

• Resource activation: building on what already works well.
• Problem activation: the issue is experienced directly, not just talked about.
• Clarification: understanding which wishes, fears and goals drive your behaviour and where they contradict each other.
• Mastery: practising new behaviour concretely and building skills.

The honest scale: what an app can and cannot do

Before we show how MindMotion puts these factors into practice, we want to be realistic. Not every factor translates equally well into an app. This is our assessment:

How well can an app cover this factor?

Practising in daily life5/5

If-then plans5/5

Making progress visible5/5

Goal consensus4/5

Activating resources4/5

Motivational clarification4/5

Positive expectations3/5

Empathy, feeling understood3/5

Experiencing the problem vividly2/5

Working alliance2/5

Noticing and repairing ruptures1/5

Where an app is strong

Practice in daily life: here an app can do more than an appointment

Change does not happen in one hour a week but in between. A meta-analysis led by the psychologist Nikolaos Kazantzis, with 17 studies and more than 2,300 people, shows that those who actually do exercises between sessions achieve clearly better outcomes. The effect was large (g = 0.79) and lasted at follow-up (g = 0.51)⁶. An app is exactly where practice happens: in daily life, every day.

In MindMotion: small daily Moves that fit your pattern, and one weekly goal instead of a long list.

If-then plans

The psychologist Peter Gollwitzer, who works in Konstanz and New York, studied what turns good intentions into action. His tool: if-then plans, for example “If my colleague interrupts me, then I calmly say: let me finish.” Across 94 studies, such plans had a medium-to-large effect on reaching goals (d = 0.65)⁷.

In MindMotion: every Mind-Check ends with an if-then plan fitted to your own situation.

Making progress visible

People who regularly report how things are going make better progress. A meta-analysis led by the Dutch psychologist Kim de Jong, with 58 studies and almost 22,000 people, found a small but reliable effect (d = 0.15) and somewhat fewer drop-outs⁸. Feedback matters most for people who are currently not making progress⁸.

In MindMotion: the weekly check compares how close you came to your goal and shows the course of your Balance. An app forgets nothing and can keep track of weeks that are easily lost in memory.

Goal consensus and collaboration

When it is clear what you are working on and both sides agree on it together, outcomes tend to be better (r = .24 and .29)². In an app, you are the one who sets the goal. That is a real strength.

In MindMotion: you choose topic, goal and milestones yourself. You confirm every summary. If something does not fit, you can correct it until it does.

Activating resources

Looking only at problems quickly drains courage. Grawe stressed that people change more easily when they build on their strengths⁴.

In MindMotion: already in the Mind-Check, the app asks which areas of life are going well, and your companion names strengths within your pattern, for example: “Connection matters to you, and that’s a strength.” We are expanding this part so that strengths become as visible as conflicts.

Motivational clarification: understanding what drives you

Insight is not an end in itself, but it helps. A meta-analysis by a Heidelberg group around Ulrike Dinger, with 22 studies, found a medium association between insight and outcome (r = .31)⁵. The authors point out that the data are correlational and do not prove cause⁵.

In MindMotion: the chain of wish, fear, protection and earlier experiences shows why you react the way you do in a situation. You can check every link with “True”, “Partly” or “Discard”. More on the concept behind it in Inner conflicts and The hidden benefits of old patterns.

Where an app helps in part

Positive expectations, without false promises

Hope works, but only if it is realistic (r = .18)². That is why we do not promise quick miracles. A coherent explanation of your own pattern can give confidence. That real change takes time, setbacks included, is the topic of Change takes time.

Empathy and feeling understood

An app can listen well, summarise in your own words and ask follow-up questions. But it does not feel with you. A sense of being understood can arise, but it is not the same as with a person.

Experiencing the problem vividly

Grawe stressed that change comes more easily when the issue can be felt in the moment⁴. Concrete scenes and pictures help. But the depth that can arise in a conversation with a person is rarely reached by an app.

Where an app reaches its limits

Working alliance

A good working relationship can form through text, too. In internet-based programmes, its link with outcome was about as large as in face-to-face contact³⁹. However, these were mostly programmes in which people were accompanied by a human via text. An app with a companion character is not a person who knows you over months. We say so openly.

Noticing and repairing ruptures

When collaboration gets stuck, it helps to address it directly. Repaired ruptures are associated with better outcomes (r = .30)². A person notices from a face or a voice that something is wrong. An app barely does. It can only invite you: if you are frustrated, stuck or something does not fit, say so, discard it, start again. Giving up is not needed; a different route may be.

What we promise and what we do not

How the flow looks in the app is shown in How MindMotion works. What psychology apps can and cannot do in general is covered in Therapy app or coaching app? And why it pays to work on one focus instead of everything at once is explained in One conflict instead of a hundred.

Frequently asked questions