WAH MEK / RESEARCH / EVIDENCE

Research Evidence Base

A source-indexed map of external research relevant to the execution problems WAH MEK separates, the corrections it may test, and the evidence rules it uses afterward.

IMPORTANT BOUNDARY

These studies do not validate WAH MEK's 12 Working Diagnoses as scientific or clinical diagnoses. They support narrower findings about goal pursuit, action initiation, procrastination, context, interruptions, task switching, progress monitoring, and self-regulation. WAH MEK's taxonomy and decision method are product methodology layered on top of that external evidence.

CLAIM DISCIPLINE

Three evidence layers stay separate.

Established external evidence

Findings reported in peer-reviewed research, reviews, or meta-analyses. WAH MEK should describe only what those studies actually support.

WAH MEK methodology

The product's way of separating competing explanations, choosing one correction, collecting Proof, and interpreting a comparable Retest.

WAH MEK observations

Future product-derived findings from appropriately handled user data. These should be labeled as WAH MEK observations rather than external scientific findings.

Working Diagnosis

A provisional product-level hypothesis about the execution mechanism most worth testing next. It is not a medical or mental-health diagnosis.

ACTIVATION / GETTING STARTED

Intentions can fail at the point where action needs to begin.

Research on implementation intentions distinguishes having a goal from specifying the situational cue and response that will initiate action. A major meta-analysis of 94 independent tests found that if-then planning improved goal attainment overall and reported benefits for getting started and protecting ongoing goal pursuit.

How WAH MEK uses this evidenceThis supports testing whether a more precise cue-to-action plan changes initiation when the action is otherwise clear and feasible. It does not prove that every delayed start is Initiation Resistance; Path Uncertainty, Preparation Drift, Context Mismatch, or another explanation may fit better.

Gollwitzer & Sheeran (2006), implementation-intention meta-analysis ↗

DELAY / PROCRASTINATION

“Procrastination” is a real behavioral pattern, but it is not a complete mechanism map.

Steel's meta-analytic review characterizes procrastination as a form of self-regulatory failure and identifies multiple correlates and predictors, including task aversiveness, delay, self-efficacy, impulsiveness, distractibility, organization, and achievement motivation. That breadth is one reason WAH MEK does not treat the word “procrastination” as a sufficient Working Diagnosis by itself.

How WAH MEK uses this evidenceThe research supports caution against collapsing every delay into one cause. WAH MEK's separate mechanisms are its own operational taxonomy, not categories supplied by the Steel review.

Steel (2007), procrastination meta-analysis ↗Read Procrastination vs. Execution Breakdown →

CONTEXT / COMPETING RESPONSES

Behavior is partly shaped by recurring contexts and by competing goal activation.

Reviews of habit research show that repeated responses become associated with recurring context cues, while research on goal shielding shows that active focal goals can inhibit competing goals and that alternative-goal accessibility can affect goal pursuit. These findings make context and competition plausible variables to test rather than assuming that every failure is a motivation deficit.

How WAH MEK uses this evidenceThis informs Context Mismatch and Priority Protection hypotheses, especially when execution changes systematically with environment, cue structure, competing demands, or alternative goals. It does not establish those WAH MEK labels as validated scientific constructs.

Wood & Rünger (2016), Psychology of Habit ↗Shah, Friedman & Kruglanski (2002), goal shielding ↗

CONTINUITY / TASK SWITCHING

Switching away from unfinished work can carry measurable cognitive costs.

Experimental work on task switching has documented attention residue: after leaving one task, attention can remain partly attached to it and performance on the next task can suffer. Interruption research likewise measures a resumption lag after work is interrupted.

How WAH MEK uses this evidenceThis makes interruptions, switches, unfinished-task carryover, and the exact moment execution breaks useful evidence during Diagnostic Separation. The product should not infer Continuity Breakdown merely because a person was interrupted once.

Leroy (2009), attention residue ↗Altmann & Trafton (2007), recovery from interruption ↗

RECOVERY / RE-ENTRY

The interruption and the return to the task are different events.

Interruption studies show that the time and cognitive demand of an interruption can affect how long it takes to resume a suspended goal. This supports measuring re-entry separately from the fact that an interruption occurred.

How WAH MEK uses this evidenceA Recovery Breakdown hypothesis should focus on what happens when a reasonable opportunity to resume exists. If re-entry remains difficult because the next step is no longer clear or the context has changed, another explanation may be better.

Monk, Trafton & Boehm-Davis (2008), interruption duration and demand ↗Read Why Is It Hard to Restart? →

MONITORING / PROOF / RETEST

Recording what happened can improve the quality of self-regulation evidence.

A meta-analysis of 138 studies found that interventions designed to increase monitoring of goal progress increased monitoring and produced a smaller but meaningful improvement in goal attainment. Effects were larger when outcomes were physically recorded or made public.

How WAH MEK uses this evidenceThis supports keeping an observable record rather than relying only on intention or memory. WAH MEK's specific Proof contract, Proof Closure Breakdown label, and comparable-Retest rules remain product methodology; the meta-analysis does not directly validate those constructs.

Harkin et al. (2016), progress-monitoring meta-analysis ↗See WAH MEK Proof + Retest methodology →

SOURCE INDEX

Core external sources currently used by this public evidence layer.

META-ANALYSIS / GOAL PURSUIT

Implementation intentions

Gollwitzer, P. M., & Sheeran, P. (2006). Implementation Intentions and Goal Achievement: A Meta-analysis of Effects and Processes.

View source ↗ META-ANALYSIS / PROCRASTINATION

The nature of procrastination

Steel, P. (2007). The nature of procrastination: A meta-analytic and theoretical review of quintessential self-regulatory failure.

View PubMed ↗ REVIEW / CONTEXT

Psychology of Habit

Wood, W., & Rünger, D. (2016). Psychology of Habit. Annual Review of Psychology.

View PubMed ↗ EXPERIMENTAL SERIES / GOAL PROTECTION

Goal shielding

Shah, J. Y., Friedman, R., & Kruglanski, A. W. (2002). Forgetting all else: on the antecedents and consequences of goal shielding.

View PubMed ↗ EXPERIMENTS / TASK SWITCHING

Attention residue

Leroy, S. (2009). Why is it so hard to do my work? The challenge of attention residue when switching between work tasks.

View source ↗ EXPERIMENT / INTERRUPTION

Recovery from interruption

Altmann, E. M., & Trafton, J. G. (2007). Timecourse of recovery from task interruption: data and a model.

View PubMed ↗ EXPERIMENTS / RESUMPTION

Resuming suspended goals

Monk, C. A., Trafton, J. G., & Boehm-Davis, D. A. (2008). The effect of interruption duration and demand on resuming suspended goals.

View PubMed ↗ META-ANALYSIS / MONITORING

Monitoring goal progress

Harkin, B., et al. (2016). Does monitoring goal progress promote goal attainment? A meta-analysis of the experimental evidence.

View PubMed ↗

Source-selection ruleWAH MEK should prefer peer-reviewed meta-analyses, systematic reviews, well-established reviews, and direct experimental evidence. Sources are included because they support a specific narrow claim—not because citing them makes the entire WAH MEK framework “scientifically proven.”

WHAT THIS DOES NOT ESTABLISH

The evidence base supports components of the reasoning, not blanket validation.

It does not establish that the 12 WAH MEK Working Diagnoses are clinical diagnoses.
It does not prove that a particular WAH MEK correction will work for every person or context.
It does not make one exposure sufficient to establish a stable personal mechanism.
It does not turn product-derived observations into general scientific findings without appropriate study design and analysis.

Review Diagnostic Methodology →Explore the 12 Working Diagnoses →

Evidence is useful when it changes what gets tested.

WAH MEK uses the research layer to constrain claims and inform candidate corrections. The user's own Proof and comparable Retest then determine what the product can responsibly infer about that specific case.

See Proof + Retest →