Perpetual Adoption Overlap (PAO): A Conceptual Framework for Technological Assimilation and Change Management under Accelerated Innovation

Successive technological innovations may reach organizations before earlier generations have completed assimilation and delivered their intended benefits. Existing research recognizes nonlinear adoption, innovation overload, continuous change, and absorptive capacity; overlap alone is therefore not assumed to be a new discovery. This paper proposes Perpetual Adoption Overlap (PAO) as a timing-based, testable construct: the recurrent arrival of materially relevant successor technologies while earlier adoption-to-value cycles remain unfinished. It introduces an exploratory Absorption Pressure Ratio (APR = OAT/TRT) to compare organizational assimilation time with the renewal interval, and considers the temporal resilience of supplier technologies as a potential product-quality dimension. A continuous governance response is outlined for both adopters and technology developers. The proposed constructs and measures require empirical validation.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-07
DOI
https://doi.org/10.5281/zenodo.24037837
Primary Topic
Innovation Diffusion and Forecasting
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
preprint

Perpetual Adoption Overlap (PAO): A Conceptual Framework for Technological Assimilation and Change Management under Accelerated Innovation

Amjad Odeh Alshabatat
Zenodo (CERN European Organization for Nuclear Research)
Innovation Diffusion and Forecasting
preprint

Perpetual Adoption Overlap (PAO): A Conceptual Framework for Technological Assimilation and Change Management under Accelerated Innovation

Amjad Odeh Alshabatat
preprint en

Abstract

Successive technological innovations may reach organizations before earlier generations have completed assimilation and delivered their intended benefits. Existing research recognizes nonlinear adoption, innovation overload, continuous change, and absorptive capacity; overlap alone is therefore not assumed to be a new discovery. This paper proposes Perpetual Adoption Overlap (PAO) as a timing-based, testable construct: the recurrent arrival of materially relevant successor technologies while earlier adoption-to-value cycles remain unfinished. It introduces an exploratory Absorption Pressure Ratio (APR = OAT/TRT) to compare organizational assimilation time with the renewal interval, and considers the temporal resilience of supplier technologies as a potential product-quality dimension. A continuous governance response is outlined for both adopters and technology developers. The proposed constructs and measures require empirical validation.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Innovation Diffusion and Forecasting
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.

Laika access coming soon
Perpetual Adoption Overlap (PAO): A Conceptual Framework for Technological Assimilation and Change Management under Accelerated Innovation — Amjad Odeh Alshabatat · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS