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Enregistrement W1987864986 · doi:10.1002/wps.20183

Building behavioral health systems from the ground up

2015· article· en· W1987864986 sur OpenAlexaff
Robert E. Drake, Rob Whitley

Notice bibliographique

RevueWorld Psychiatry · 2015
Typearticle
Langueen
DomainePsychology
ThématiqueMental Health Treatment and Access
Établissements canadiensMcGill University
Organismes subventionnairesnon disponible
Mots-clésMental healthPublic healthGlobal mental healthPsychological interventionHealth equityMedicineSocial determinants of healthInternational healthHealth policyStigma (botany)Global healthPsychologyPsychiatryNursing

Résumé

récupéré en direct d'OpenAlex

Wahlbeck's paper 1 provides a succinct and accurate overview of the public health approach to global mental health. Conceptually, public health incorporates not just evidence-based interventions from high-income countries, but also significant emphases on positive behavioral health, prevention, recovery, and social, cultural and environmental factors. Expanding global mental health to include positive behavioral health – and therefore all people – offers the advantage of attention to developmental needs, resilience, prevention, and recovery 2. The behavioral health field has ignored these issues and the related empirical research findings for too long. Relatedly, shifting from “mental health” to “behavioral health” could underscore the broad focus on healthy behaviors rather than a narrower focus on mental illness. As one ramification, mainstreaming behavioral health to the entire population may reduce stigma for those who experience the most severe disabilities. The practical implementations of the Movement for Global Mental Health have been criticized extensively 3. Despite its holistic and laudable rhetoric, implementation attempts have largely involved an expansion of Western evidence-based biomedical or psychological interventions delivered via lay health workers and have not been sensitive to cultures and communities. Local communities often object to the imposition of Western models of individual mental illness when the problems are widespread, the culture is not so individualistic, and behaviors are obviously related to war, poverty, gender discrimination, lack of opportunity, and so on. The failure to engage communities and understand cultural values and norms has sometimes worsened rather than relieved widespread community distress 4. The use of lay health workers helps to expand services and engender trust 5, but these workers typically make diagnoses and dispense medications or psychological therapies following a Western medical model. How could community engagement efforts align more closely with local culture? One basic strategy could be to start with local people on the ground. “Top-down” solutions (i.e., those developed by government experts) that are imposed on communities are often bureaucratic, reductionistic, overly prescriptive, and insensitive to local culture and context. The expensive and inefficient Veterans Administration Healthcare system in the U.S. is often cited as an example of the failure of top-down systems 6. By contrast, “ground-up” approaches (i.e., those developed by local stakeholders and communities) may better serve the goals of public mental health by valorizing local knowledge, competence, and resources. People on the ground – those experiencing behavioral health problems, their families, and their communities, aligned with local leaders, professionals, healers, and health workers – may in fact be in a better position to recognize local needs and resources, to understand local culture, to select and adapt appropriate evidence-based practices, and to innovate solutions. Local culture, however, may sometimes perpetuate stigma and even violations of human rights – hence the need for collaborations with professionals via mutual learning. Learning communities (multi-disciplinary groups focused on a specific health issue) have successfully combined local stakeholders with outside experts to discuss, select, and evaluate potential solutions 7. Community engagement could be enhanced on a global basis via several strategies. First, governments should give priority and funding to ground-up approaches. Community engagement in health care has a long and rich tradition, including principles and strategies for identifying and solving problems 8. Local community activation has in fact often produced positive changes and sometimes led to national and international health reforms: witness the women's health movement in the 1960s and the AIDS movement in the 1990s in the U.S.. Second, the field should recognize that people with behavioral health syndromes generally have goals that differ from those of professionals 9. Rather than more and more medications to reduce symptoms, people generally want support in finding meaningful functional roles. If local people (rather than industry, government, and the medical profession) were to choose services and goals, behavioral health would shift dramatically. For example, women who are oppressed and abused would be likely to emphasize education, advocacy, legal action, employment, and financial independence rather than poly-pharmacy. Third, healthcare systems should encourage people to develop natural resources, e.g., clubs, peer-support groups, spirituality, yoga, and other mindfulness-based therapies 10. These interventions, delivered by lay community members, are widely available in culturally specific forms and languages and can enhance prevention, resilience, treatment, and recovery. Government should encourage and strengthen these natural supports in local communities before assuming that more hospitals, professionals, and medications are the answer. Fourth, lay health care workers should be given the opportunity to collaborate with the people in their communities in selecting the medical and psychosocial interventions that they want and obtaining the training that they need to be effective 11. Likewise, they should be given the choice to veto or adapt interventions that are perceived as harmful or culturally insensitive. Such an approach may require extensive discussions within communities and suspension of Western hegemonic beliefs about the immutability of science-based interventions. Fifth, behavioral health technologies should be used to enhance all of these efforts in ways that maximize choice and cultural tailoring. A wide variety of web-based and mobile health applications are demonstrating effectiveness for prevention, empowerment, resilience, treatment, and maintenance 12. Low-income and middle-income countries are rapidly developing the connectivity that could facilitate widespread distribution, perhaps through lay health workers. Expanding and using these resources could helpfully overcome what is often perceived as the lack of a professional workforce while simultaneously empowering local communities. Global attention to positive behavioral health for all people is essential. We would not gainsay efforts to increase access to evidence-based interventions, but current efforts should include a meaningful understanding and respect for local cultures, communities, and resources.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction distillée sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.

score de la tête « metaresearch » (Codex)0,000
score de la tête « metaresearch » (Gemma)0,000
Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: Sans objet
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,082
Score d'incertitude au seuil0,975

Scores Codex et Gemma par catégorie

CatégorieCodexGemma
Métarecherche0,0000,000
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0000,000
Études des sciences et des technologies0,0000,000
Communication savante0,0000,000
Science ouverte0,0000,000
Intégrité de la recherche0,0000,000
Charge utile insuffisante (le modèle a refusé de juger)0,0000,001

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,093
Tête enseignante GPT0,428
Écart entre enseignants0,334 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeSans objet
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations5
Publié2015
Routes d'admission1
Résumé présentoui

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