When Personalization Does Not Change Care: A Critical Narrative Review and an Organizational Decoupling Framework.

Berikkhanov Z, Akulov Z, Pilipenko M, Sukhanova M, Tarabrin E, Shestakov A, Nikolaev A, Kotelnikov A, Razumovsky V, Ivanova M, Nourmahal S, Muraviev S

Open source

DOI: 10.3390/healthcare14193136
Published: 2026 Sep 22
Container: Healthcare (Basel, Switzerland)
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.3390/healthcare14193136,
  title = {When Personalization Does Not Change Care: A Critical Narrative Review and an Organizational Decoupling Framework.},
  author = {Berikkhanov Z and Akulov Z and Pilipenko M and Sukhanova M and Tarabrin E and Shestakov A and Nikolaev A and Kotelnikov A and Razumovsky V and Ivanova M and Nourmahal S and Muraviev S},
  year = {2026},
  journal = {Healthcare (Basel, Switzerland)},
  doi = {10.3390/healthcare14193136},
  url = {https://doi.org/10.3390/healthcare14193136}
}

RIS

TY  - JOUR
TI  - When Personalization Does Not Change Care: A Critical Narrative Review and an Organizational Decoupling Framework.
AU  - Berikkhanov Z
AU  - Akulov Z
AU  - Pilipenko M
AU  - Sukhanova M
AU  - Tarabrin E
AU  - Shestakov A
AU  - Nikolaev A
AU  - Kotelnikov A
AU  - Razumovsky V
AU  - Ivanova M
AU  - Nourmahal S
AU  - Muraviev S
PY  - 2026
JO  - Healthcare (Basel, Switzerland)
DO  - 10.3390/healthcare14193136
UR  - https://doi.org/10.3390/healthcare14193136
ER  -

APA

Z, B., Z, A., M, P., M, S., E, T., A, S., A, N., A, K., V, R., M, I., S, N., & S, M. (2026). When Personalization Does Not Change Care: A Critical Narrative Review and an Organizational Decoupling Framework.. Healthcare (Basel, Switzerland). https://doi.org/10.3390/healthcare14193136

Source records

pubmed · retrieved 2026-11-10T18:16:14.691Z
europe-pmc · retrieved 2026-11-10T18:16:14.689Z