“I’m still doing everything.”
Work completed. Responsibilities met. Everyday life continues.
Kathleen Morales / A research story
What is
resilience
to you?
Keeping going? Recovering? Adapting?
The answer changes what we see—and what we measure.
01 / From a word to a framework
Functioning is visible.
The cost may not be.
Resilience is used to describe a trait, a process, recovery, resistance, or an outcome. Those meanings are not interchangeable. Seeing someone continue to work, care for others, or meet expectations does not tell us what maintaining that functioning requires.
The proposition
In this framework, resilience is adaptive capacity under changing demands: the capacity to maintain, recover, improve, or transform functioning across time and context.
A proposed conceptual framing, not a validated resilience score.“What does it take?”
Which capacities support that functioning? What is being depleted? Is there room for recovery?
02 / A life in context
Demands begin before birth.
Adaptation continues through life.
From conception onward, development unfolds within biological and environmental conditions. The kinds of demand change, and so do the capacities and supports available to meet them. Demands are part of living; their intensity, duration, and distribution are not the same for everyone.
- 01
Conception
Prenatal conditions
Developing systems - 02
Childhood
Care and connection
Learning and growth - 03
Adolescence
Identity and belonging
Changing demands - 04
Adulthood
Work and caregiving
Opportunity and constraint - 05
Later life
Changing roles
Recovery and support
Illustrative life-course contexts, not a prediction of any person’s trajectory.
03 / Simultaneous, not sequential
One person.
Four interacting domains.
The body regulates, the mind interprets, behavior organizes a response, and relationships connect us with the world. These processes overlap. A strength in one domain does not mean that every other domain is equally supported.
Regulate & recover
Biological regulation and recovery capacities that support responses to changing demands.
Interpret & respond
Perceived control, self-efficacy, flexibility, and emotional regulation.
Act & adjust
Patterns of activity, sleep, coping, pacing, and recovery.
Connect & navigate
Belonging, relationships, participation, and navigation of the surrounding context.
Context surrounds all four domains. Structural conditions are not reduced to personal skills, and domain descriptions are not finalized measurement assignments.
04 / Energy ecology
A person is never
a closed system.
The broader energy-ecology idea asks how surroundings provide support, impose demands, direct attention, and create—or restrict—opportunities for restoration. Here, “energy” is an organizing analogy for capacity and effort, not a common physical unit or a literal equation for resilience.
Demands & supports
Conditions, relationships, resources, obligations, and opportunity.
Allocation & adaptation
Attention, regulation, action, and changing capacity across domains.
Cost & restoration
Effort may accumulate; recovery and support may replenish capacity.
The practical aim is to reduce unnecessary expenditure and preserve the capacity to respond. A sustainable state is not necessarily the lowest possible activity level: learning, movement, and change may require effort now to build capacity later.
Notice → interpret → choose → act → restore → reassess
An intentional-adaptation cycle. Agency matters, but choices remain shaped by resources, safety, time, and structural constraints.
05 / The visual walkthrough
Follow the question,
one frame at a time.
A short presentation adapted from the framework materials. Move through the story at your own pace.
06 / From concept to investigation
Keep the question open.
Make the distinctions precise.
Kathleen’s developing thesis brings a multidimensional adaptive-capacity framework to planned investigation in NIH’s All of Us Research Program. It separates stress exposure, capacity indicators, and physiological burden so that their relationships can be examined rather than assumed.
Define
Clarify what each domain means and what belongs outside it.
Map
Connect constructs to available measures and assess their limitations.
Investigate
Examine associations with physiological burden, subject to data availability and cohort feasibility.
What the diagrams do—and do not—show
Read the research and career profile ↗These are conceptual illustrations, not study results. Allostatic load is considered an indicator of multisystem physiological burden, not a direct meter of energy expenditure or an interchangeable measure of resilience. The framework and its proposed measurement approach remain in development.
07 / Why this connects to the work
Making complex science
useful to people.
Evidence & strategy
Define a difficult question, assess the evidence, and make uncertainty legible for decisions.
See published work ↗Education & movement
Translate the framework into ways of discussing demand, pacing, attention, and recovery. These are developing applications.
Discuss a presentation ↗Health innovation
Explore how scientific concepts can guide responsible development and communication, including the development-stage wINK venture.
Explore wINK ↗Have a complex health or research question?
Let’s connect ↗