How Northbound uses behavioral ideas

Implementation intentions

Connect a recognizable situation to one feasible response. Northbound uses this only when it helps shape the next step.

Evidence status: Moderate, context-dependent. Effects vary with result quality, feasibility, and whether a stable cue exists.

Best fit: A chosen direction, a repeated cue, and a small action that is already within the person’s control.

Poor fit: An unclear direction, missing access, unsafe conditions, severe exhaustion, or a one-off decision without a repeatable cue.

Safe version: Choose one low-burden cue and action, then test it once. Leave the If/Then field empty when no reliable cue exists.

Stop or replace when: Replace the next step if the cue does not occur, the action is repeatedly infeasible, or the plan increases risk or strain.

Example: If I close my first work call on Tuesday, I will open the draft and edit one paragraph; after ten minutes I may stop.

References: Gollwitzer (1999), American Psychologist · Gollwitzer & Sheeran (2006), Advances in Experimental Social Psychology

Reduce scope

Make the next test smaller without claiming that smaller is always the correct Journey decision.

Evidence status: Context-dependent product heuristic. It is useful when burden is the limiting condition, but it is not a validated psychological scale or universal treatment.

Best fit: The direction still matters, but the current Journey or action exceeds available time, energy, money, or attention.

Poor fit: The result is unsafe, externally imposed, no longer valuable, or blocked by an access constraint that a smaller action cannot change.

Safe version: Cut only one dimension: duration, frequency, or output, and preserve an explicit option to pause or reconsider the Journey.

Stop or replace when: Stop shrinking the task if the remaining action no longer tests the direction or if repeated reduction hides a decision to pause or stop.

Example: Replace a five-session week with one 20-minute trial, then review whether the work still carries future value.

Environment repair

Change an external condition that makes the intended action unnecessarily difficult.

Evidence status: Context-dependent. Environmental cues and friction can influence behavior, but the relevant condition must be observed rather than inferred from a public problem label.

Best fit: There is direct evidence that access, setup, interruption, visibility, or another modifiable condition affects the action.

Poor fit: The constraint is structural or unsafe to change alone, or the user has not identified which environmental condition matters.

Safe version: Change one reversible condition while keeping the action and review point stable.

Stop or replace when: Undo or replace the change if it creates privacy, safety, relationship, financial, or accessibility costs, or produces no useful difference.

Example: For one session, put the required file on the home screen and silence only nonessential notifications; compare setup time afterward.

References: Wood & Runger (2016), Annual Review of Psychology

Small reversible experiment

Gather information before making a larger commitment. The experiment tests an assumption, not the person.

Evidence status: Information-gathering heuristic. Its value is data gain and reversibility; a favorable result is not proof that continuing is always correct.

Best fit: Uncertainty can be reduced through a bounded, low-cost action with a clear observation and no unacceptable downside.

Poor fit: Safety, health, legal, coercion, financial-dependence, or irreversible consequences dominate the situation.

Safe version: State one question, one reversible action, what will be observed, and a maximum cost or duration before starting.

Stop or replace when: Stop immediately at the predefined safety, burden, cost, or consent boundary; do not enlarge the test merely to rescue the hypothesis.

Example: Before paying for a course, complete one free sample lesson and note whether the format fits the available time and access needs.

Journey review

Separate past investment from future value when deciding whether to continue, pause, stop, or change direction.

Evidence status: Mixed and context-dependent decision support. Research on sunk costs describes a common influence on decisions; it does not determine the correct choice for an individual.

Best fit: The participant is explicitly reconsidering a Journey and can examine future value, future cost, obligations, and transferable learning.

Poor fit: The decision is urgent or unsafe, key facts are missing, or another person controls the consequences and appropriate support is required.

Safe version: List future value, future cost, real obligations, and what remains useful if the current Journey closes. Choose only a reversible next decision when data are incomplete.

Stop or replace when: Pause the review if it becomes coercive, repeatedly rehearses past losses without new data, or requires professional legal, medical, safety, or financial guidance.

Example: Compare the next three months of cost and value under continue, pause, and stop; treat the years already spent as learning, not a command to continue.

References: Arkes & Blumer (1985), Organizational Behavior and Human Decision Processes