iCOM4, relationship GAP
What informed the questions?
iCOM4 was not created in isolation. The GAP approach grew from earlier leadership and organisational-development research comparing current experience with preferred experience. The Personality Styles component draws from established preference and temperament traditions, including Keirsey, True Colors, MBTI and HBDI. The relationship edition brings those foundations together with the research below to create an original educational assessment and nine-step learning process.
The current relationship edition is research-informed and will continue to be tested and refined. It is not a clinical diagnosis, compatibility test or breakup prediction tool.
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What the studies tell us
Longitudinal data from 4,574 married couples linked financial disagreements with subsequent divorce more strongly than the other disagreement types examined. This is an association, not proof that any one money behavior causes divorce.
How we used it: Separate questions on money openness and shared decisions.
Relationship specific reports, including perceived commitment, appreciation, sexual satisfaction and conflict, were prominent predictors of reported relationship quality. Predicting changes in quality was much harder. This was not a validation of iCOM4 or a breakup prediction tool.
How we used it: Coverage of appreciation, intimacy, commitments and conflict. A behavior about talking about intimacy does not directly measure sexual satisfaction.
A retrospective Australian survey of 650 divorced adults highlighted communication, growing apart, incompatibility and infidelity. These are participants’ accounts of why their marriages ended, not independently established causes or current population rankings.
How we used it: Coverage of understanding, personal space, time together and agreed relationship boundaries.
Three studies examined the measurement of feeling responded to by a partner. This supports attending to understanding, care and responsiveness. iCOM4 uses original wording and does not inherit the reliability or validity of that published measure.
How we used it: Coverage of listening, affection, support and everyday responsiveness.
Seventy interviews with people in 35 couples described the often invisible work of anticipating needs, identifying options, deciding and monitoring. This qualitative study helps define mental load; it does not establish a divorce risk score.
How we used it: A question about noticing what needs doing, distinct from following through on agreed tasks.
Longitudinal findings challenged the assumption that communication skills alone drive later satisfaction. Context and other difficulties also matter.
How we used it: Keep communication questions, while also covering money, responsibilities, intimacy and stress.
Observed recovery after conflict was associated with relationship emotions and satisfaction. This supports attention to what happens after a disagreement as well as during it.
How we used it: A distinct question on reconnecting after conflict.
More than personality
Our personality preferences are one part of the picture. How we relate is also shaped by our upbringing, past experiences, learned habits, skills and current circumstances. A gap may reflect different preferences, a habit we have developed, a skill we can strengthen, or a need we have not yet discussed. Your results help you explore these possibilities, rather than assume one explanation.
The assessments cannot distinguish inborn preferences from learned patterns or establish a person’s authentic essence.
Every question and its possible style lenses
Primary lens means a starting point for reflection, not the personality type that owns or causes the behavior. The secondary lens offers another route. All four styles can listen, manage money, show affection and keep agreements. A lower ranking describes a relative preference, not an inability, moral failing or proven cause of problems.
When one partner’s highest style is the other’s lowest, ask what each values and what specific behavior would help. Neither person’s preference overrides consent, safety, autonomy or agreed commitments.
Question 1
Understanding each other
My partner… Asks about my point of view before drawing conclusions.
Primary reflection lens: Thinker. Additional lens: Feeler.
If the primary style ranks high: You may value understanding the reasons behind a reaction. Notice when questioning becomes debating instead of understanding.
If it ranks lower: Try asking one open question before deciding what your partner means.
Research topic links: responsiveness, communication
Question 2
Shared life goals
My partner… Makes time to discuss what we each want for our future together.
Primary reflection lens: Thinker. Additional lens: Planner.
If the primary style ranks high: Exploring possibilities may matter to you. Check what each possibility means in practical and emotional terms for both people.
If it ranks lower: Make time to ask what each of you wants for the future, rather than assuming your current routine means your goals are the same.
Research topic links: divorce, quality.
Question 3
Space and independence
My partner… Makes room for me to spend time on activities I enjoy independently.
Primary reflection lens: Thinker. Additional lens: Actor.
If the primary style ranks high: You may value time to think or pursue your own interests. Check how you reconnect afterward.
If it ranks lower: Consider whether independent time helps either of you feel more like yourselves. Ask rather than assuming closeness means doing everything together.
Research topic links: divorce
Question 4
Openness about money
My partner… Talks openly with me about money matters that affect us both.
Primary reflection lens: Thinker. Additional lens: Planner.
If the primary style ranks high: Clear information may help you discuss money. Make room for the worry or meaning behind the figures as well.
If it ranks lower: Try a calm conversation about one shared money concern, using information you both understand.
Research topic links: finance
Question 5
Feeling heard
My partner… Listens to understand my feelings before explaining their own point of view.
Primary reflection lens: Feeler. Additional lens: Thinker.
If the primary style ranks high: Feeling understood may matter deeply to you. Say what kind of listening would help, and invite their perspective too.
If it ranks lower: Try reflecting back what your partner feels before explaining or solving anything.
Research topic links: responsiveness, communication
Question 6
Affection
My partner… Shows affection in ways I have said I enjoy.
Primary reflection lens: Feeler. Additional lens: Actor.
If the primary style ranks high: Warmth may be important to you. Check which expressions of affection each of you actually enjoys.
If it ranks lower: Consider a small, welcome expression of affection rather than assuming your care is already obvious.
Research topic links: responsiveness, quality
Question 7
Talking about intimacy
My partner… Makes space for us to talk about what we each want from physical or sexual intimacy.
Primary reflection lens: Feeler. Additional lens: Thinker.
If the primary style ranks high: Emotional closeness may shape what intimacy means to you. Ask about your partner’s experience without pressure.
If it ranks lower: Make room for an unhurried conversation about comfort, desire, or closeness. Consent is always required.
Research topic links: quality
Question 8
Respect during disagreement
My partner… Speaks to me respectfully when we disagree.
Primary reflection lens: Feeler. Additional lens: Planner.
If the primary style ranks high: You may notice the emotional tone quickly. Name the issue clearly as well as seeking connection.
If it ranks lower: Notice the effect of your tone and words while explaining your position. Respect applies to every style.
Research topic links: communication, recovery
Question 9
Sharing the mental load
My partner… Notices what needs doing in our shared life without waiting for me to ask.
Primary reflection lens: Planner. Additional lens: Actor.
If the primary style ranks high: You may readily anticipate tasks. Check whether you are taking over work that could be shared.
If it ranks lower: Try owning one task from noticing through completion, rather than only helping after a reminder.
Research topic links: household
Question 10
Money decisions together
My partner… Includes me in decisions about spending or saving that affect us both.
Primary reflection lens: Planner. Additional lens: Thinker.
If the primary style ranks high: A financial plan may help you feel secure. Agree on room for choice as well as shared limits.
If it ranks lower: Agree which money decisions require a conversation and what each person can decide independently.
Research topic links: finance
Question 11
Trust and relationship boundaries
My partner… Keeps the relationship boundaries we have agreed, including with other people.
Primary reflection lens: Planner. Additional lens: Feeler.
If the primary style ranks high: Clear commitments may matter to you. Make sure the agreement is freely chosen and understood by both people.
If it ranks lower: State commitments explicitly and check that your actions match them. A low style score never excuses betrayal.
Research topic links: quality, divorce
Question 12
Following through
My partner… Follows through on the shared responsibilities they agree to take on.
Primary reflection lens: Planner. Additional lens: Actor.
If the primary style ranks high: Dependability may help you feel cared for. Discuss realistic expectations and flexibility when circumstances change.
If it ranks lower: Choose a clear next step and a realistic time to complete it, or renegotiate promptly.
Research topic links: household, quality
Question 13
Feeling appreciated
My partner… Tells me what they appreciate about me.
Primary reflection lens: Actor. Additional lens: Feeler.
If the primary style ranks high: You may show care through what you do. Check whether the other person also wants to hear appreciation.
If it ranks lower: Turn appreciation into one specific action or spoken acknowledgment instead of leaving it unexpressed.
Research topic links: quality
Question 14
Reconnecting after conflict
My partner… Makes an effort to reconnect with me after an argument.
Primary reflection lens: Actor. Additional lens: Feeler.
If the primary style ranks high: You may be ready to move forward quickly. Check whether hurt needs acknowledgment before an activity or solution.
If it ranks lower: Try one small repair when both of you are ready, rather than waiting for the issue to disappear.
Research topic links: recovery
Question 15
Time and attention together
My partner… Initiates time for us to enjoy being together.
Primary reflection lens: Actor. Additional lens: Feeler.
If the primary style ranks high: Shared experiences may energize you. Check whether quiet attention matters just as much to your partner.
If it ranks lower: Suggest a small, manageable moment together and follow through, rather than waiting for them to initiate.
Research topic links: quality, divorce
Question 16
Facing stress together
My partner… Offers practical help when I tell them I am under pressure.
Primary reflection lens: Actor. Additional lens: Planner.
If the primary style ranks high: Practical action may be your first response. Check what help is wanted and what you can realistically offer.
If it ranks lower: Ask about one useful action you could take while respecting your own capacity and your partner’s choices.
Research topic links: responsiveness, communication
Past experiences and recurring patterns
Past experiences can shape how present events are interpreted. Rather than label this baggage or infer it from a low style score, the optional reflection asks whether it is something you would like to explore. It is context, not a scored diagnosis. The current questions do not directly assess trauma, addiction, infidelity, sexual satisfaction or relationship safety, and should not be presented as a comprehensive screen for them.
What this assessment cannot tell you
A frequency gap is not a severity score, a measure of love or a forecast of divorce. The behavior questions do not directly measure every construct in the studies. A matching frequency can coexist with serious difficulties. Past relationship recollections and future partner preferences have different limits from current partner ratings.
Financial hardship, health, unequal power, discrimination, addiction, betrayal and safety concerns cannot be reduced to personality differences. If you feel afraid or pressured, seek confidential professional support before considering shared exercises.
How we will test and improve it
Next steps include interviews to check how people interpret each item, pilots across different ages and relationship types, repeated measurement, comparison with established measures using appropriate permissions, and testing whether the four proposed groupings are supported. More questions alone would not establish validity.