Why Can People with Similar Pain Need Different Rehabilitation Plans?

Key points

• A shared pain location or diagnosis label does not show that two people have the same functional limitation, goal, medical restriction, daily load or recovery context.
• Different plans should have an explainable reason: which meaningful task or capacity is being addressed, what is being monitored, and when the plan will be reviewed.
• Guidelines and studies support considering a person's needs, capabilities and preferences in defined care pathways. They do not establish that every individualized plan is better, or provide one matching algorithm for all diagnoses and ages.
• BAIZE Capacity–Load is REPULI's clinical interpretation framework. It is not a diagnosis, risk predictor or validated total score, and it cannot replace an in-person assessment.

A concise answer

Two people may describe their problem as “knee pain” or “back pain” while having different goals and limitations. One may want to manage stairs; another may be returning to running, work, sleep or caring responsibilities. Their current strength, control, endurance, medical restrictions, recent activity, recovery and preferences may also differ. A clinician may therefore adjust the task, support, range, speed, resistance, dose or review plan. Evidence supports taking context into account in defined settings, but it does not prove that more personalization is always better or let someone copy another person's plan from a pain label alone.[1–8]

Why does this question matter?

“Shoulder pain,” “knee pain,” “back pain” and “hip pain” are useful ways to start a conversation, but they are not complete descriptions of what a person can or wants to do. For example, two people may both say that walking hurts: one notices symptoms after several minutes on level ground, while the other is mainly limited on stairs or feels unsteady. Their starting point and the questions to monitor may differ because the task and limiting factors differ.

This article concerns rehabilitation decisions after urgent concerns have been screened. It is not a guide to managing acute trauma, procedure-specific postoperative restrictions, progressive neurological changes or other situations requiring prompt medical assessment. Follow the relevant clinician's or surgical team's instructions in those cases.

What does the evidence say?

A symptom label is not a complete account of function

The World Health Organization's International Classification of Functioning, Disability and Health (ICF) describes functioning and disability in context and includes environmental factors.[1] It is a classification and measurement framework, not a treatment guideline or a rule for diagnosing an individual. It supports a distinction between naming a symptom and understanding activity, participation and the environment in which a person lives.

Guidelines consider needs, capability and preference in defined populations

The WHO guideline for chronic primary low back pain addresses adults, including older adults, in primary and community care. It describes care as person-centred and integrated, with interventions considered in relation to physical, psychological and social factors.[2] NICE guidance for people aged 16 and over with low back pain or sciatica says that specific needs, preferences and capabilities should inform exercise choice; it also describes different levels of support following risk stratification.[3]

These recommendations have defined scopes. They do not automatically apply to adolescents, every diagnosis, acute trauma or postoperative care. They help explain why clinicians ask about more than the location of pain; they do not say that a diagnosis label can generate a complete plan by itself.

Stratified pathways can help in some settings, but are not universal algorithms

In the English STarT Back randomised trial, adults in primary care were assigned to a stratified pathway or current best practice. The pathway used prognostic groups to match the level of support. Average disability outcomes favoured the stratified pathway at four and twelve months in that trial.[4] This was a defined adult low-back-pain pathway; it does not show that every condition, age group or clinic should use the same tool or that risk labels determine an individual's care.

An individual-participant-data meta-analysis of 27 trials and 3,514 adults with persistent non-specific low back pain reported some potential modifiers of average exercise effects, while noting limitations in the availability and measurement of participant characteristics.[5] These findings can inform research and careful discussion; they do not constitute a validated method for predicting which exact exercise will work for a particular person.

Shared goals and participation matter, but are not guarantees

A systematic review of rehabilitation goal-setting interventions for adults found that active engagement was promoted in included approaches, while intervention components varied and follow-up or coping plans were often omitted.[6] A separate review of person-centred rehabilitation studies found varied definitions and methods, mostly low-quality evidence and mixed relationships with outcomes, with more supportive findings for some occupational-performance and satisfaction outcomes than for broad, uniform effects.[7]

These reviews support making room for the person's goals and participation in discussion. They do not prove that every form of shared goal-setting improves every outcome, or that a person's preference alone determines which care is safe or appropriate.

Even similar imaging or diagnosis labels do not specify identical goals

NICE guidance for people aged 16 and over with osteoarthritis recommends therapeutic exercise tailored to the person's needs and says supervised sessions may be considered.[8] This guidance is specific to osteoarthritis. It does not mean that an imaging finding alone determines a person's pain source, functional limitation or exercise plan. Imaging, symptoms, examination, function and relevant medical history need to be interpreted together.

BAIZE Clinical Interpretation · BAIZE 临床解读

The following is a clinical interpretation using the BAIZE Capacity–Load Clinical Framework. The cited studies have not validated BAIZE as a diagnostic tool, risk predictor or fixed score. The framework helps organize questions for discussion and reassessment; it does not replace an in-person assessment, medical history or restrictions from the treating team.

Capacity profile

• Structural capacity: Consider confirmed surgical restrictions, precautions after fracture or acute injury, tissue-healing considerations and other medical requirements. These cannot be inferred from a pain score or one movement.
• Functional capacity: Consider the range, strength, control, balance and endurance relevant to the person's goal, along with performance in that task.
• Biological capacity: Illness, fatigue, medication changes or an unusual response may affect performance and should be interpreted within the person's medical context.
• Recovery capacity: Recovery after the previous session, sleep, work or study, commuting, caregiving and other daily activity may change the context for the next session.

Load profile

• Mechanical load: Joint position, external resistance, support, speed, repetitions, duration and task demands such as running, jumping, turning or lifting.
• Physiological load: Training across the week, intervals and cardiovascular demands, together with work, commuting, household tasks, study and other activity.
• Psychological load: Concern about movement, avoidance, attention, confidence and pressure to return to a task. These are relevant context, not proof that pain is “only psychological.”

Clinical hypothesis and decisions

A clinical hypothesis within the BAIZE framework is that when two people have different goals, capacity profiles, load profiles or recovery contexts, a plan may reasonably differ even when their pain location is similar. This hypothesis organizes assessment; it does not establish cause, diagnose an individual or predict the best treatment.

• Possible main limitation: Clarify whether the current constraint may relate to a medical restriction, movement control, strength or endurance, confidence with a particular task, or a recent change in load and recovery. These are hypotheses to reassess, not self-diagnosis labels.
• Build Capacity: Work back from the meaningful daily-life, study, work or sport task to the relevant capacity. The goal is not to accumulate exercise names or use pain reduction as the only endpoint.
• Manage Load: Range, support, resistance, speed, repetitions, frequency and setting may be adjusted in relation to the task and response. There is no fixed progression ratio for everyone.
• Reassess: Review goal-related task performance, movement quality, response during and after activity, recovery and any new medical warning signs. Reassessment checks whether the plan remains suitable; it is not a single total score.

Functional Longevity across life stages

The relevant question is not only whether symptoms have eased, but what the person wants to keep doing over time. The examples below describe possible contexts, not age-based ability standards, treatment prescriptions or predictions.

• Adolescence: School physical education, sport, peer participation and developing movement skills may matter. Adolescents who are still growing should not be treated as smaller adults; adult evidence or exercise doses should not be assumed to apply.
• Young adulthood: Study, early-career work, commuting, prolonged sitting, training and sleep may compete for time and recovery.
• Adulthood and midlife: Work, caregiving, household tasks, travel and ongoing physical activity may contribute to the week's total demands.
• Older adulthood: Walking, stairs, carrying, balance, community participation and independent living may be meaningful goals; progress need not mean high-intensity training.

Much of the direct treatment-matching research cited here concerns adults with particular conditions. It cannot automatically be generalized to adolescents, young adults or every diagnosis. Life-stage examples should be discussed alongside the person's current capacity, medical context, load and recovery.

What can you ask your clinician?

If someone with similar pain has a different plan, you can ask:

1. Which daily-life, study, work or sport goal is this plan intended to support?
2. Which capacity is currently most relevant: range, strength, control, endurance, balance or recovery?
3. Have my work, study, training, commuting, sleep or caregiving demands changed the starting point?
4. What response should we monitor, and when will we review whether to maintain, simplify or progress the plan?
5. What new symptoms or changes mean I should seek medical assessment rather than continue the current plan?

Do not assume that a difference between two plans means that one person is receiving unnecessary care; ask for the assessment rationale, target, monitoring measures and review point. Do not copy an exercise solely because someone has pain in the same place. Seek timely medical care for a new significant injury, rapidly worsening swelling, inability to bear weight, deformity, progressive weakness or numbness, changes in bowel or bladder function, or fever with significant pain. After surgery, the surgical team's specific restrictions take priority.

Related information

For related information, see clinical approach, the BAIZE Capacity–Load framework and sports rehabilitation, see the relevant service-information pages. Location information is available for Hangzhou and Beijing; the contact and booking route does not confirm that a particular clinician, service or appointment time is available.

FAQ

Why can two people with the same knee pain be given different exercises?

Pain location does not identify the same goal or functional limitation. One person may need to work toward stairs, while another is returning to running, work-related squatting or prolonged standing. The task, support and dose may therefore differ.

Can I copy an exercise that helped someone else with the same pain?

Do not choose an exercise on pain location alone. Medical restrictions, current ability, recent overall load, recovery and the task you want to return to all matter. Ask whether the exercise fits your own situation.

Does a different plan mean that one clinician is wrong?

Not necessarily. Differences may reflect different goals or limitations. A reasonable plan should have an explainable purpose, monitoring measures and a review point. If the rationale is unclear or conflicts with a medical restriction, ask for clarification or reassessment.

Do the same imaging findings mean the same rehabilitation plan?

No. An imaging description alone does not establish an individual's pain source, functional limitation or goal. It needs to be interpreted with symptoms, examination, function and medical history.

Should rehabilitation goals change with age?

The life tasks a person wants to do may differ across stages, but age is not a uniform prescription. Consider the person's own goals, capacity and medical context. Adult research should not automatically be applied to adolescents who are still growing.

Does person-centred care mean doing whatever the patient asks?

No. Shared decisions bring the person's goals together with professional assessment, evidence, safety and feasibility. Reviews support participation as a process to consider, but do not guarantee that every approach improves every outcome.[6,7]

When should a plan be reassessed rather than continued as before?

Reassess when the goal, task performance, response to activity, recovery context or medical restrictions change. New significant injury, rapidly worsening swelling, inability to bear weight, progressive weakness or numbness, or other urgent warning signs need prompt medical assessment.

Is BAIZE a score I can calculate myself?

No. BAIZE is a clinical interpretation framework for discussing capacity and load. It is not a self-test, diagnosis tool, risk predictor or fixed score and cannot replace an in-person assessment.

References

1. World Health Organization. International Classification of Functioning, Disability and Health (ICF). Geneva: WHO; 2001. Official page: https://www.who.int/classifications/international-classification-of-functioning-disability-and-health
2. World Health Organization. WHO guideline for non-surgical management of chronic primary low back pain in adults in primary and community care settings. Geneva: WHO; 2023. ISBN 978-92-4-008178-9. https://www.who.int/publications/i/item/9789240081789
3. National Institute for Health and Care Excellence. Low back pain and sciatica in over 16s: assessment and management. NICE guideline NG59. 2016; updated 11 December 2020. https://www.nice.org.uk/guidance/ng59
4. Hill JC, Whitehurst DGT, Lewis M, Bryan S, Dunn KM, Foster NE, et al. Comparison of stratified primary care management for low back pain with current best practice (STarT Back): a randomised controlled trial. Lancet. 2011;378(9802):1560-1571. DOI: 10.1016/S0140-6736(11)60937-9. PMID: 21963002. https://pubmed.ncbi.nlm.nih.gov/21963002/
5. Hayden JA, Wilson MN, Stewart S, Cartwright JL, Smith AO, Riley RD, et al. Exercise treatment effect modifiers in persistent low back pain: an individual participant data meta-analysis of 3514 participants from 27 randomised controlled trials. Br J Sports Med. 2020;54(21):1277-1278. DOI: 10.1136/bjsports-2019-101205. PMID: 31780447. https://pubmed.ncbi.nlm.nih.gov/31780447/
6. Kang E, Kim MY, Lipsey KL, Foster ER. Person-Centered Goal Setting: A Systematic Review of Intervention Components and Level of Active Engagement in Rehabilitation Goal-Setting Interventions. Arch Phys Med Rehabil. 2022;103(1):121-130.e3. DOI: 10.1016/j.apmr.2021.06.025. PMID: 34375632. https://pubmed.ncbi.nlm.nih.gov/34375632/
7. Yun D, Choi J. Person-centered rehabilitation care and outcomes: A systematic literature review. Int J Nurs Stud. 2019;93:74-83. DOI: 10.1016/j.ijnurstu.2019.02.012. PMID: 30870614. https://pubmed.ncbi.nlm.nih.gov/30870614/
8. National Institute for Health and Care Excellence. Osteoarthritis in over 16s: diagnosis and management. NICE guideline NG226. 2022. https://www.nice.org.uk/guidance/ng226

Author & Clinical Review

Written by REPULI Clinical Team

Clinical content reviewed by David Konrad Lehr

Last evidence search: 2026-10-06

Last updated: 2026-10-31