Measuring Care Quality in Colombia: Outcomes, Service User Experience and Evidence of Improvement

An older woman attends a Centro Vida in Colombia three days each week. The center records her attendance, provides meals and offers recreational activities. Its monthly report shows that services were delivered as planned. Yet the woman continues to feel isolated at home, struggles to reach health appointments and has gradually stopped participating in activities she previously enjoyed. The program's activity figures are accurate, but they do not explain whether her quality of life has improved.

This distinction is central to measuring care quality in Colombia. Residential institutions, community organizations, health-service providers and territorial authorities all generate information about the services they deliver. However, activity records, regulatory compliance and personal outcomes answer different questions. A service can satisfy administrative requirements without demonstrating that it has made a meaningful difference to the person receiving support.

Within the wider Colombia Aging, Long-Term Care and Community Support Knowledge Hub, quality measurement provides an important connection between policy commitments, provider accountability and the lived experience of older people, adults with disabilities and family caregivers.

Colombia has established health-sector information and quality frameworks, legislation protecting older people and people with disabilities, and territorial programs providing social support. Nevertheless, these arrangements do not amount to one universal national outcomes framework covering every residential and community care setting.

The central challenge is therefore to develop credible, proportionate ways of understanding whether care is safe, responsive and effective, while recognizing the different responsibilities, resources and regulatory requirements of the organizations involved.

Why measuring care quality is different from measuring service activity

Service activity is relatively straightforward to count. A residential institution can record occupied places, meals provided, staff shifts and scheduled activities. A Centro Vida can report attendance, nutritional support and participation in organized programs. A health-service provider can document consultations, clinical interventions and completed appointments.

These records are necessary for administration, financial accountability and service planning. They establish what was delivered and can reveal operational problems such as missed appointments, insufficient staffing or interruptions to essential assistance.

However, they provide only part of the evidence needed to assess quality.

An older person may attend every scheduled activity without feeling socially connected. A resident may receive regular personal assistance but have little opportunity to make choices about daily routines. A family caregiver may receive information about available services while remaining overwhelmed by practical responsibilities.

Meaningful quality measurement asks what difference support makes to people's circumstances, not merely whether an organization completed its planned activities.

For Colombian services, this requires distinguishing three related dimensions:

  • Service delivery: whether agreed assistance, activities and professional interventions take place reliably.
  • Quality of practice: whether services are delivered safely, respectfully, competently and consistently with applicable requirements.
  • Personal outcomes: whether support contributes to independence, wellbeing, participation, dignity and other goals that matter to the individual.

These dimensions should inform one another. An organization cannot demonstrate good outcomes reliably if essential support is frequently unavailable. Equally, consistent service delivery does not automatically establish that the person's priorities are being met.

The distinction connects with the wider discipline of outcomes frameworks and indicators, where the objective is to select measures that reveal meaningful performance rather than simply producing more data.

For Colombia, an effective approach must also accommodate the fact that many older people receive support through a combination of family care, private assistance, community programs and formal health services.

Colombia's institutional landscape for quality information

The Sistema General de Seguridad Social en Salud (SGSSS) provides an established framework for health-service administration, financing and quality oversight. Within that system, the Sistema Obligatorio de Garantía de Calidad de la Atención de Salud includes mechanisms addressing health-service quality, habilitación, quality improvement and information.

The Sistema de Información para la Calidad forms part of this wider health-sector architecture. Colombia also uses administrative and health information sources, including the Sistema Integral de Información de la Protección Social (SISPRO), for purposes relevant to health and social protection policy.

These arrangements are important, but their scope should not be overstated. Health-sector indicators and reporting obligations cannot automatically be applied to every nonprofit residential institution, privately arranged home-support service or community social program.

Instituciones Prestadoras de Servicios de Salud (IPS) delivering regulated health services operate within requirements that differ from those governing nonclinical assistance. Entidades Promotoras de Salud (EPS) have responsibilities associated with health-service access and arrangements for their affiliated populations.

Residential institutions serving older people may be subject to Law 1315 of 2009 and applicable territorial requirements. Centros Vida operate within a distinct framework associated with Law 1276 of 2009 and relevant local arrangements.

Consequently, the information required for oversight depends partly on the legal and operational character of the service.

National institutions, including the Ministerio de Salud y Protección Social, establish policy and requirements within their respective areas of competence. Departments, districts and municipalities carry responsibilities assigned through legislation and territorial administrative arrangements.

Individual providers remain responsible for the quality of their own activities, including the accuracy of information they record and the actions they take in response to concerns.

The opportunity is not to impose identical reporting obligations across all services. It is to improve the connection between existing information systems, provider-level evidence and the outcomes experienced by people receiving support.

Choosing outcomes that reflect the purpose of care

Quality indicators should begin with the purpose of the service and the circumstances of the people it supports.

For a residential institution, relevant outcomes may include safety, comfort, personal autonomy, continuity of assistance, social relationships and the ability to participate in everyday decisions.

For a Centro Vida, the emphasis may include participation, nutrition, access to community activities, social connection and support for maintaining independence.

For home-based assistance, important outcomes may concern the person's ability to remain in a preferred living environment, manage daily routines and obtain appropriate support without placing unsustainable demands on relatives.

These are illustrative domains for quality evaluation, not a claim that Colombia currently requires every organization to report against one standardized national indicator set.

The selection of measures should also recognize that improvement does not always mean increasing physical independence. For someone living with progressive dementia or substantial disability, maintaining comfort, preserving relationships and supporting meaningful choices may represent important positive outcomes.

Similarly, an older person who requires more assistance after a health event should not automatically be classified as experiencing poor-quality care. The relevant question is whether support responds appropriately to changing needs and protects the person's wellbeing.

Measurement therefore requires a baseline, an understanding of individual priorities and a reasonable review period.

Organizations can strengthen their approach by considering:

  • Whether the person identifies the outcome as important.
  • Whether the measure reflects the actual purpose of the service.
  • Whether changes can be interpreted fairly in light of health and social circumstances.
  • Whether information can be collected without excessive burden or intrusion.
  • Whether findings can lead to practical decisions about support.

These considerations are especially relevant to outcomes and value in aging services, where service effectiveness must be assessed in relation to people's lives rather than organizational activity alone.

Illustrative scenario: measuring social participation in a Bogotá Centro Vida

Consider a hypothetical Centro Vida in Bogotá serving older people who live alone, with relatives or in other community arrangements. Its management reports strong attendance and consistently delivered activities, but staff notice that several participants remain socially withdrawn.

The center introduces a voluntary review of participants' own goals. Rather than asking only whether people enjoyed activities, staff explore whether they have developed relationships, regained confidence or become more involved in their communities.

One participant explains that she attends regularly because the center provides a reliable meal, but she finds group activities difficult because of hearing impairment. Another enjoys the activities but cannot attend consistently because transport costs have increased.

Management separates these findings from general satisfaction scores. The first participant needs communication adjustments and activities that support meaningful involvement. The second faces an access barrier that cannot be resolved through changes to the activity program alone.

The center discusses the findings with the relevant territorial program administrators. Available resources and the terms of the service arrangement determine which improvements can be implemented directly and which require further consideration.

Staff introduce more accessible activity formats and review whether participation patterns change. The municipality examines whether transport difficulties affect other participants and whether existing arrangements can be adjusted.

At the next review, attendance remains important, but it is considered alongside reported social connection, accessibility and participants' own assessments of benefit.

This illustrative example shows how outcome measurement can reveal differences between service availability and meaningful participation. It also demonstrates why organizations should avoid interpreting attendance as proof that every participant's needs are being met.

Listening to people receiving care without reducing experience to satisfaction scores

Service user experience is an essential source of quality information, but it is not always easy to collect or interpret. People receiving residential and community support may depend on the organization for meals, accommodation, personal assistance or social contact. That dependency can influence whether they feel comfortable expressing dissatisfaction.

A resident who describes an institution as satisfactory may nevertheless have concerns about privacy, daily routines or how employees respond to requests. A participant may report enjoying a community program while feeling that its activities do not reflect their interests or cultural identity.

For these reasons, a single question about overall satisfaction provides limited assurance.

Colombian organizations can strengthen feedback arrangements by examining whether people feel listened to, understand their choices and experience respectful support. They should also consider whether complaints are resolved and whether people can identify changes resulting from their feedback.

Different communication methods may be necessary. Some older people prefer informal conversations, while others may respond more comfortably to structured interviews, accessible written materials or communication assistance.

People with disabilities should have opportunities to express their own views wherever possible. Colombia's disability rights framework, including Law 1618 of 2013, reinforces the importance of accessibility and inclusion. Law 1996 of 2019 is also relevant to recognizing legal capacity and appropriate support for decision-making among adults with disabilities.

These principles matter because family perspectives, although valuable, should not automatically replace the preferences of the person receiving support.

A daughter may prioritize safety and supervision, while her father places greater importance on choosing when to leave his room or participate in activities. Quality assessment should recognize both perspectives without treating them as identical.

Feedback arrangements also need to protect confidentiality and reduce the possibility of retaliation. Where serious concerns emerge, organizations must respond through appropriate management and legal pathways rather than treating the information merely as a negative satisfaction result.

The broader principle of rights, consent and decision-making helps connect experience measurement with personal autonomy.

The strongest evidence comes from combining what people say with what happens afterward. If residents repeatedly request more control over meal times, management should be able to explain whether arrangements changed, why certain requests could not be accommodated and how alternative choices were considered.

Measuring quality when health and social support overlap

Many Colombians receiving long-term assistance have needs that cross organizational boundaries. An older person may receive medical treatment through an IPS, assistance from relatives, private home support and activities through a territorial community program.

Each organization can perform its responsibilities appropriately while the overall experience remains fragmented.

For example, a hospital may provide discharge instructions, but the person may lack transport to follow-up appointments. A residential institution may identify deterioration, but obtaining an external clinical assessment may involve delays. A community program may recognize increasing isolation without having the resources to address the underlying housing or health problem.

Measuring quality across these interfaces requires care in assigning responsibility.

A residential provider should not be held accountable for clinical treatment it is not authorized to deliver. However, it can reasonably examine whether concerns were recognized, communicated and followed up within its responsibilities.

Likewise, an IPS can assess the quality of its clinical interventions while considering whether communication with the person and relevant support arrangements was effective.

Useful indicators may therefore concern the reliability of referrals, the timeliness of communication and whether unresolved problems are identified before they result in avoidable deterioration.

The distinction between organizational performance and the person's overall experience is central to closed-loop care coordination and information exchange.

It also creates a governance challenge. Organizations may need to share relevant information, but they must do so lawfully and proportionately. Colombia's personal data protection framework, including Law 1581 of 2012, is relevant, alongside applicable rules concerning health information and professional confidentiality.

Measurement should not encourage unrestricted information sharing merely because additional data might be useful.

Illustrative scenario: evaluating outcomes after hospital discharge in Medellín

Imagine an older man in Medellín returning home after treatment for a fractured hip. His daughter provides most daily assistance, while an IPS delivers prescribed rehabilitation services through arrangements involving his EPS.

The clinical provider records completed sessions and assesses functional progress. However, the man's daughter reports that he remains reluctant to move around the apartment because he fears falling again.

From a narrow activity perspective, the rehabilitation program is progressing. From the family's perspective, everyday confidence and independence remain limited.

The clinical team discusses the concern with the man and his daughter, considering whether the rehabilitation goals adequately reflect his home environment and personal priorities.

With appropriate consent and within the applicable service arrangements, the team reviews whether practical guidance, adjustments to exercises or further assessment would help him participate more confidently in daily routines.

The daughter also explains that accompanying him to appointments is affecting her employment. This information does not automatically establish eligibility for additional publicly funded assistance, but it identifies a factor that may influence the sustainability of the recovery plan.

The provider begins distinguishing between completed clinical activity, changes in functional ability and the man's confidence in undertaking personally meaningful tasks.

At a subsequent review, the team can demonstrate whether treatment has contributed to his agreed goals rather than relying solely on the number of sessions delivered.

The example illustrates why outcome measurement should connect professional assessment with the person's lived circumstances. It also shows the importance of recognizing family capacity without assuming that unpaid relatives can absorb unlimited responsibilities.

Territorial inequality and the difficulty of comparing performance

Colombia's geography and administrative diversity create significant challenges for consistent quality measurement.

Large urban areas may have more developed service networks, specialist professionals and digital infrastructure. Rural municipalities and dispersed communities may face longer travel distances, limited workforce availability and fewer formal support options.

These differences affect both the outcomes that organizations can reasonably influence and the information available to assess performance.

A community program in a densely populated district may be able to offer frequent activities and coordinate with nearby services. A program serving dispersed rural settlements may need to devote substantial resources to transport, outreach and maintaining contact with participants.

Comparing their attendance rates without considering these conditions could produce misleading conclusions.

Similarly, a residential institution supporting people with substantial functional limitations should not automatically be judged against the same outcome expectations as an institution accommodating more independent residents.

Territorial authorities need information that helps distinguish differences in population need from differences in service performance.

This does not mean abandoning comparison. It means designing comparisons that account for relevant context, including accessibility, functional need, service intensity and available infrastructure.

Organizations should also consider whether particular groups are missing from their data. People unable to travel, those with communication difficulties and families without reliable digital access may be underrepresented in routine feedback.

Where services reach Indigenous communities, Afro-Colombian populations or other culturally distinct groups, measurement approaches should be developed with appropriate attention to language, cultural expectations and local participation.

The wider discipline of data-led equity planning is relevant because apparently strong average results can conceal persistent barriers affecting particular communities.

For national and territorial decision-makers, the central question is whether measurement reveals inequalities that can inform practical service improvement, rather than merely documenting that variation exists.

Illustrative scenario: assessing community support in rural Nariño

Consider a hypothetical municipality in Nariño supporting older people across several dispersed rural communities. A local organization delivers outreach activities and practical information through a territorial agreement.

Its monthly reports show fewer contacts per employee than a comparable urban program. An initial administrative review raises concerns about productivity.

However, closer examination reveals that workers spend substantial time traveling between communities. Some participants have limited telephone coverage, and several require assistance communicating in ways appropriate to their circumstances.

The municipality and provider review the program's intended outcomes. They recognize that counting contacts alone does not adequately reflect the effort required to reach isolated residents or the value of maintaining reliable support.

They introduce a small number of additional measures, including continuity of contact, identification of unmet needs and participants' reported ability to obtain assistance when necessary.

The organization also records unsuccessful outreach attempts and the reasons they occur. This helps distinguish workforce performance from transport, connectivity and geographic barriers.

Local representatives are consulted about whether proposed measures reflect the priorities of the communities involved. The municipality considers whether existing funding arrangements adequately recognize the cost of dispersed service delivery.

Over time, the information supports decisions about visit scheduling, outreach locations and the practical use of limited resources.

The example demonstrates that equitable measurement does not mean abandoning accountability. It means assessing performance in relation to the conditions under which services operate and the outcomes they are intended to achieve.

Workforce competence and continuity as indicators of quality

The care workforce influences almost every aspect of service quality, from personal assistance and communication to identifying deterioration and supporting people's choices.

Yet workforce measurement can become overly dependent on staffing numbers and training attendance.

An institution may report that all employees completed a particular course without demonstrating that they can apply the relevant knowledge consistently. Another may maintain its planned staffing establishment while relying on frequent changes in personnel that disrupt familiar relationships.

Colombian providers should distinguish between workforce availability, demonstrated competence and continuity of support.

Relevant information may include actual staffing coverage, supervision, employee turnover, role-specific training and the ability to respond when people's needs change.

These measures should reflect the service model. A Centro Vida delivering daytime activities has different staffing requirements from a residential institution providing overnight assistance or an IPS delivering regulated clinical interventions.

Professional boundaries also matter. Where health services are provided, applicable qualification and habilitación requirements must be respected. Nonclinical employees should not be assumed competent to undertake regulated clinical procedures because they have experience supporting older people.

Supervision can provide evidence that training translates into practice. Managers may review how employees respond to changing needs, communicate concerns and involve people in decisions.

The wider concept of staff competence and training assurance is particularly relevant when organizations need to demonstrate that workforce development has improved service delivery.

Worker wellbeing should also be considered. Persistent absences, excessive workloads and high turnover may indicate pressures that threaten continuity even before serious incidents occur.

However, indicators require interpretation. A temporary increase in reported concerns may reflect improved staff confidence in raising issues rather than deteriorating care.

Quality governance therefore depends on examining patterns and underlying causes, not simply treating every increase or decrease as evidence of success or failure.

Building reliable evidence without creating excessive reporting burdens

Quality measurement is only useful when the information collected is sufficiently accurate, relevant and consistent to support decisions.

For Colombian residential and community organizations, the challenge is often not a complete absence of records. It is that information may be dispersed across attendance registers, individual support records, employee schedules, complaints, financial reports and communications with territorial authorities.

Each source serves a purpose, but managers need to understand how the information relates to actual service quality.

For example, a monthly report may show that all planned activities took place. Individual records may nevertheless reveal that several participants stopped attending because of accessibility difficulties. Complaints may identify the same problem, while financial information shows that the existing transport arrangement cannot accommodate additional journeys.

Considering these sources together creates a more useful picture than reviewing them separately.

Organizations should establish clear definitions for the measures they use. If one employee records a successful contact whenever a telephone call is attempted, while another records only completed conversations, the resulting figures cannot be compared reliably.

Data quality also depends on how information is gathered. Staff may unintentionally overstate positive outcomes if questions encourage favorable answers or if people feel uncomfortable expressing dissatisfaction.

A proportionate measurement framework should therefore combine routine administrative information with periodic reviews of personal outcomes and service experience.

The Quality Dashboard Builder offers a general way to organize indicators, review performance and identify emerging patterns. It is not a Colombian statutory reporting instrument and should be adapted to the organization's actual responsibilities and applicable requirements.

Smaller providers do not necessarily need sophisticated digital systems. A carefully maintained set of records, consistently reviewed by management, may provide stronger assurance than an expensive platform containing incomplete or unreliable information.

The essential test is whether the organization can explain what its evidence means and demonstrate how it influences decisions.

Illustrative scenario: using resident experience to improve a residential institution in Pereira

Consider a hypothetical nonprofit residential institution in Pereira that receives generally positive feedback from residents and relatives. Management nevertheless notices increasing complaints about morning routines and delays in assistance.

The institution initially interprets the concerns as isolated staffing difficulties. A closer review reveals that several residents have developed greater support needs, while the morning schedule remains based on earlier assumptions about the assistance required.

Managers speak with residents individually, including people who need communication support. Some explain that they feel rushed when getting ready for breakfast. Others would prefer to begin their day later but believe the institution's routine is fixed.

Staff describe competing demands during the same period. The organization examines actual assistance times, available workforce capacity and whether employees have the competence needed for residents' changing circumstances.

Rather than immediately increasing every shift, management tests revised routines and considers where additional support is genuinely necessary.

Residents are involved in deciding which changes would improve their daily experience. The institution also reviews whether its fees and available income can sustain any additional staffing requirements.

Over the following months, management examines complaints, resident feedback, staff observations and the consistency of assistance.

The evidence demonstrates whether the revised arrangements have improved people's experience rather than merely showing that a new schedule was introduced.

This example illustrates how quality improvement methods can connect everyday concerns with operational decisions. The purpose is not to produce favorable statistics but to identify whether changes have delivered meaningful benefits.

Turning measurement into accountable improvement

Collecting information is only the beginning of quality governance. Organizations also need arrangements for deciding what the evidence means, identifying necessary changes and reviewing whether those changes have worked.

A residential institution may identify increasing complaints about communication. A Centro Vida may discover that people with mobility limitations participate less frequently than other attendees. A territorial authority may observe persistent differences in access between municipalities.

Each finding requires a response appropriate to the responsibilities of the organization involved.

At provider level, management should examine whether the issue concerns service design, workforce capacity, individual practice, accessibility or resources.

Where a problem involves several organizations, improvement may depend on coordination rather than unilateral action. A community provider cannot independently resolve every difficulty involving health-service access, transport or territorial funding.

However, it can document the problem, communicate it to the relevant institution and demonstrate what action remains within its own control.

Effective improvement arrangements should establish:

  • The evidence supporting the concern and its significance for people receiving support.
  • The person or institution responsible for deciding what should change.
  • The practical actions, resources and timescales required.
  • How residents, participants or families will contribute to evaluating the response.
  • What evidence will demonstrate whether the change achieved its intended outcome.

The Quality Improvement Action Plan Builder provides a general framework for organizing findings, responsibilities and follow-up. It does not replace Colombian legal obligations, professional requirements or territorial oversight arrangements.

Management should also recognize that improvement can produce unexpected consequences. Extending opening hours may improve access for some participants while increasing workforce costs. Introducing digital feedback may make reporting easier for connected households but exclude older people without reliable internet access.

Evaluation should therefore examine both intended benefits and unintended effects.

Funding accountability and the value of better outcome evidence

Colombia's fragmented care financing arrangements make outcome evidence particularly important, but they also limit the extent to which one organization can control the results achieved.

Some residential institutions rely primarily on payments from residents and families. Others receive charitable contributions or support through particular territorial arrangements. Centros Vida may be funded through mechanisms associated with the Estampilla para el Bienestar del Adulto Mayor and relevant territorial budgets.

Regulated health services operate through separate SGSSS financing and payment arrangements.

These differences affect what organizations are funded to deliver and the information required to demonstrate accountability.

A municipal agreement may specify attendance, activities and expenditure. Those measures can establish whether public resources were used for the agreed purpose, but they do not necessarily demonstrate whether participants experienced improved wellbeing.

Adding outcome measures can strengthen evaluation, provided they are proportionate to the program and do not create obligations beyond the resources available.

For privately funded residential care, clearer outcome evidence can also improve transparency. Families should understand what the institution provides, how changing needs are addressed and how concerns influence service improvement.

However, organizations should avoid promising outcomes they cannot reasonably guarantee. The progression of dementia, disability or chronic illness may influence a person's circumstances independently of the quality of support received.

The relevant assessment is whether the organization has contributed appropriately to achievable personal goals while maintaining safety, dignity and continuity.

Territorial authorities can use aggregated evidence to examine whether programs reach intended populations, whether resources are distributed equitably and whether persistent service gaps require changes to planning or funding.

The Community Impact Report Builder offers a general structure for connecting service activity, population reach and community outcomes. It should be treated as an analytical aid rather than a Colombian public-funding or compliance instrument.

Better evidence does not automatically generate additional resources. It can, however, make the consequences of funding decisions more visible and support more informed discussions about service sustainability.

Developing a more coherent approach to quality measurement

Colombia's future quality measurement arrangements will need to respond to population aging, changing family circumstances and the growing importance of support outside hospitals and other formal health institutions.

The country already has health-sector quality and information mechanisms, alongside legislation and territorial arrangements relevant to residential and community services.

The opportunity is to strengthen connections between these existing responsibilities without assuming that one national measurement system can immediately encompass every form of long-term assistance.

Greater consistency in definitions could help organizations compare relevant aspects of performance. Shared principles for measuring dignity, accessibility, continuity and personal outcomes could also improve understanding across different service models.

However, implementation would need to recognize differences in organizational capacity, geographic conditions and the availability of professional support.

Small community organizations may require practical guidance and proportionate reporting arrangements. Larger institutions may have greater capacity to analyze trends, but they still need to ensure that measurement reflects individual experience.

Digital development could support more timely analysis and reduce repeated manual reporting. Nevertheless, interoperability, data protection, accessibility and workforce competence would require careful attention.

Artificial intelligence may eventually assist organizations in identifying patterns across operational records or feedback. Such applications remain dependent on reliable data, appropriate safeguards and human interpretation. They should not be presented as established national care-quality measurement arrangements.

Internationally, the relevant lesson is that quality measurement becomes more valuable when it connects service obligations with the outcomes people actually experience.

Countries with more consolidated long-term care systems may have established national indicator frameworks, but their institutional structures cannot simply be transferred to Colombia.

The more transferable principle is to distinguish activity, practice quality and personal outcomes, then ensure that the resulting information informs decisions at the appropriate organizational and territorial levels.

Conclusion

Measuring care quality in Colombia requires a broader understanding of performance than service activity, regulatory compliance or satisfaction scores alone can provide.

Residential institutions, Centros Vida, community organizations and regulated health-service providers operate within different legal, financial and administrative arrangements. Their responsibilities are not identical, and quality measures should reflect those differences.

Nevertheless, the fundamental questions are shared. Are people receiving reliable assistance? Are their choices and rights respected? Does support contribute to meaningful personal outcomes? Can organizations demonstrate that concerns lead to effective improvements?

Answering these questions requires credible information about service delivery, workforce competence, personal experience and the circumstances influencing outcomes. It also requires appropriate interpretation, particularly where geographic inequality, disability, changing health needs and family responsibilities affect people's lives.

For providers, the strongest approach connects everyday records and feedback with management decisions and evidence of improvement. For territorial authorities, better outcome information can support more informed planning, oversight and resource allocation.

Colombia does not need to treat every care setting as though it operates under one regulatory or financing model to strengthen quality measurement. A more practical direction is to establish clearer connections between existing responsibilities, proportionate indicators and the experiences of people receiving support.

The ultimate value of measurement lies in what changes because of it. Quality evidence becomes meaningful when it helps organizations understand people's lives more accurately, respond to their priorities and sustain care that is safe, respectful and genuinely beneficial.