Learn From Outcomes to Promote Growth

A longitudinal study on how different countries and industries achieve sustainable growth, resilience, and longevity led to the development of Decompose, Interpret, Reward, and Scale (DIRS), a new framework to help managers determine why initiatives succeeded or failed. DIRS, combined with two other tools, enables leaders to engage in strategic learning and apply the resulting lessons to future business development opportunities and repeatable growth strategies to make better business decisions.

Authors

Publication Details

Journal
MIT Sloan Management Review
Published
2026-01-14
DOI
https://doi.org/10.63383/zecb8174
Primary Topic
Ego Development and Educational Practices
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Learn From Outcomes to Promote Growth

Vladyslav Biloshapka, Oleksiy Osiyevskyy
MIT Sloan Management Review
Ego Development and Educational Practices
article

Learn From Outcomes to Promote Growth

Vladyslav Biloshapka, Oleksiy Osiyevskyy
article en

Abstract

A longitudinal study on how different countries and industries achieve sustainable growth, resilience, and longevity led to the development of Decompose, Interpret, Reward, and Scale (DIRS), a new framework to help managers determine why initiatives succeeded or failed. DIRS, combined with two other tools, enables leaders to engage in strategic learning and apply the resulting lessons to future business development opportunities and repeatable growth strategies to make better business decisions.

MIT Sloan Management Review
Industry, innovation and infrastructure
Openalex Percentile: Top 90%
Ego Development and Educational Practices
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Learn From Outcomes to Promote Growth — Vladyslav Biloshapka, Oleksiy Osiyevskyy · MIT Sloan Management Review (2026) | TGRS Research Map | TGRS