Threats to Global Mental Health From Unregulated Digital Phenotyping and Neuromarketing: Recommendations for COVID-19 Era and Beyond Article Swipe
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.3389/fpsyt.2021.713987
The new era of digitalized knowledge and information technology (IT) has improved efficiency in all medical fields, and digital health solutions are becoming the norm. There has also been an upsurge in utilizing digital solutions during the COVID-19 pandemic to address the unmet mental healthcare needs, especially for those unable to afford in-person office-based therapy sessions or those living in remote rural areas with limited access to mental healthcare providers. Despite these benefits, there are significant concerns regarding the widespread use of such technologies in the healthcare system. A few of those concerns are a potential breach in the patients' privacy, confidentiality, and the agency of patients being at risk of getting used for marketing or data harnessing purposes. Digital phenotyping aims to detect and categorize an individual's behavior, activities, interests, and psychological features to properly customize future communications or mental care for that individual. Neuromarketing seeks to investigate an individual's neuronal response(s) (cortical and subcortical autonomic) characteristics and uses this data to direct the person into purchasing merchandise of interest, or shaping individual's opinion in consumer, social or political decision making, etc. This commentary's primary concern is the intersection of these two concepts that would be an inevitable threat, more so, in the post-COVID era when disparities would be exaggerated globally. We also addressed the potential “dark web” applications in this intersection, worsening the crisis. We intend to raise attention toward this new threat, as the impacts might be more damming in low-income settings or/with vulnerable populations. Legal, health ethics, and government regulatory processes looking at broader impacts of digital marketing need to be in place.
Related Topics
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3389/fpsyt.2021.713987
- https://www.frontiersin.org/articles/10.3389/fpsyt.2021.713987/pdf
- OA Status
- gold
- Cited By
- 10
- References
- 42
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W3200614250
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W3200614250Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.3389/fpsyt.2021.713987Digital Object Identifier
- Title
-
Threats to Global Mental Health From Unregulated Digital Phenotyping and Neuromarketing: Recommendations for COVID-19 Era and BeyondWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2021Year of publication
- Publication date
-
2021-09-14Full publication date if available
- Authors
-
Hossein Akbarialiabad, Bahar Bastani, Mohammad Hossein Taghrir, Shahram Paydar, Nasrollah Ghahramani, Manasi KumarList of authors in order
- Landing page
-
https://doi.org/10.3389/fpsyt.2021.713987Publisher landing page
- PDF URL
-
https://www.frontiersin.org/articles/10.3389/fpsyt.2021.713987/pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://www.frontiersin.org/articles/10.3389/fpsyt.2021.713987/pdfDirect OA link when available
- Concepts
-
Coronavirus disease 2019 (COVID-19), Neuromarketing, 2019-20 coronavirus outbreak, Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), Mental health, Psychology, Pandemic, Psychiatry, Medicine, Internet privacy, Neuroscience, Computer science, Virology, Outbreak, Pathology, Disease, Infectious disease (medical specialty)Top concepts (fields/topics) attached by OpenAlex
- Cited by
-
10Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 2, 2024: 3, 2023: 2, 2022: 3Per-year citation counts (last 5 years)
- References (count)
-
42Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W3200614250 |
|---|---|
| doi | https://doi.org/10.3389/fpsyt.2021.713987 |
| ids.doi | https://doi.org/10.3389/fpsyt.2021.713987 |
| ids.mag | 3200614250 |
| ids.pmid | https://pubmed.ncbi.nlm.nih.gov/34594251 |
| ids.openalex | https://openalex.org/W3200614250 |
| fwci | 0.63995783 |
| type | article |
| title | Threats to Global Mental Health From Unregulated Digital Phenotyping and Neuromarketing: Recommendations for COVID-19 Era and Beyond |
| biblio.issue | |
| biblio.volume | 12 |
| biblio.last_page | 713987 |
| biblio.first_page | 713987 |
| topics[0].id | https://openalex.org/T11636 |
| topics[0].field.id | https://openalex.org/fields/27 |
| topics[0].field.display_name | Medicine |
| topics[0].score | 0.9861999750137329 |
| topics[0].domain.id | https://openalex.org/domains/4 |
| topics[0].domain.display_name | Health Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2718 |
| topics[0].subfield.display_name | Health Informatics |
| topics[0].display_name | Artificial Intelligence in Healthcare and Education |
| is_xpac | False |
| apc_list.value | 2950 |
| apc_list.currency | USD |
| apc_list.value_usd | 2950 |
| apc_paid.value | 2950 |
| apc_paid.currency | USD |
| apc_paid.value_usd | 2950 |
| concepts[0].id | https://openalex.org/C3008058167 |
| concepts[0].level | 4 |
| concepts[0].score | 0.7484925389289856 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q84263196 |
| concepts[0].display_name | Coronavirus disease 2019 (COVID-19) |
| concepts[1].id | https://openalex.org/C2781183061 |
| concepts[1].level | 2 |
| concepts[1].score | 0.6750934720039368 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q516337 |
| concepts[1].display_name | Neuromarketing |
| concepts[2].id | https://openalex.org/C3006700255 |
| concepts[2].level | 3 |
| concepts[2].score | 0.5962430238723755 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q81068910 |
| concepts[2].display_name | 2019-20 coronavirus outbreak |
| concepts[3].id | https://openalex.org/C3007834351 |
| concepts[3].level | 5 |
| concepts[3].score | 0.5937429070472717 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q82069695 |
| concepts[3].display_name | Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) |
| concepts[4].id | https://openalex.org/C134362201 |
| concepts[4].level | 2 |
| concepts[4].score | 0.5821702480316162 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q317309 |
| concepts[4].display_name | Mental health |
| concepts[5].id | https://openalex.org/C15744967 |
| concepts[5].level | 0 |
| concepts[5].score | 0.43845057487487793 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q9418 |
| concepts[5].display_name | Psychology |
| concepts[6].id | https://openalex.org/C89623803 |
| concepts[6].level | 5 |
| concepts[6].score | 0.43326079845428467 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q12184 |
| concepts[6].display_name | Pandemic |
| concepts[7].id | https://openalex.org/C118552586 |
| concepts[7].level | 1 |
| concepts[7].score | 0.35798782110214233 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q7867 |
| concepts[7].display_name | Psychiatry |
| concepts[8].id | https://openalex.org/C71924100 |
| concepts[8].level | 0 |
| concepts[8].score | 0.3368123173713684 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q11190 |
| concepts[8].display_name | Medicine |
| concepts[9].id | https://openalex.org/C108827166 |
| concepts[9].level | 1 |
| concepts[9].score | 0.32757776975631714 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q175975 |
| concepts[9].display_name | Internet privacy |
| concepts[10].id | https://openalex.org/C169760540 |
| concepts[10].level | 1 |
| concepts[10].score | 0.29747673869132996 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q207011 |
| concepts[10].display_name | Neuroscience |
| concepts[11].id | https://openalex.org/C41008148 |
| concepts[11].level | 0 |
| concepts[11].score | 0.22689217329025269 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[11].display_name | Computer science |
| concepts[12].id | https://openalex.org/C159047783 |
| concepts[12].level | 1 |
| concepts[12].score | 0.19898676872253418 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q7215 |
| concepts[12].display_name | Virology |
| concepts[13].id | https://openalex.org/C116675565 |
| concepts[13].level | 2 |
| concepts[13].score | 0.09967371821403503 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q3241045 |
| concepts[13].display_name | Outbreak |
| concepts[14].id | https://openalex.org/C142724271 |
| concepts[14].level | 1 |
| concepts[14].score | 0.09412029385566711 |
| concepts[14].wikidata | https://www.wikidata.org/wiki/Q7208 |
| concepts[14].display_name | Pathology |
| concepts[15].id | https://openalex.org/C2779134260 |
| concepts[15].level | 2 |
| concepts[15].score | 0.0 |
| concepts[15].wikidata | https://www.wikidata.org/wiki/Q12136 |
| concepts[15].display_name | Disease |
| concepts[16].id | https://openalex.org/C524204448 |
| concepts[16].level | 3 |
| concepts[16].score | 0.0 |
| concepts[16].wikidata | https://www.wikidata.org/wiki/Q788926 |
| concepts[16].display_name | Infectious disease (medical specialty) |
| keywords[0].id | https://openalex.org/keywords/coronavirus-disease-2019 |
| keywords[0].score | 0.7484925389289856 |
| keywords[0].display_name | Coronavirus disease 2019 (COVID-19) |
| keywords[1].id | https://openalex.org/keywords/neuromarketing |
| keywords[1].score | 0.6750934720039368 |
| keywords[1].display_name | Neuromarketing |
| keywords[2].id | https://openalex.org/keywords/2019-20-coronavirus-outbreak |
| keywords[2].score | 0.5962430238723755 |
| keywords[2].display_name | 2019-20 coronavirus outbreak |
| keywords[3].id | https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2 |
| keywords[3].score | 0.5937429070472717 |
| keywords[3].display_name | Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) |
| keywords[4].id | https://openalex.org/keywords/mental-health |
| keywords[4].score | 0.5821702480316162 |
| keywords[4].display_name | Mental health |
| keywords[5].id | https://openalex.org/keywords/psychology |
| keywords[5].score | 0.43845057487487793 |
| keywords[5].display_name | Psychology |
| keywords[6].id | https://openalex.org/keywords/pandemic |
| keywords[6].score | 0.43326079845428467 |
| keywords[6].display_name | Pandemic |
| keywords[7].id | https://openalex.org/keywords/psychiatry |
| keywords[7].score | 0.35798782110214233 |
| keywords[7].display_name | Psychiatry |
| keywords[8].id | https://openalex.org/keywords/medicine |
| keywords[8].score | 0.3368123173713684 |
| keywords[8].display_name | Medicine |
| keywords[9].id | https://openalex.org/keywords/internet-privacy |
| keywords[9].score | 0.32757776975631714 |
| keywords[9].display_name | Internet privacy |
| keywords[10].id | https://openalex.org/keywords/neuroscience |
| keywords[10].score | 0.29747673869132996 |
| keywords[10].display_name | Neuroscience |
| keywords[11].id | https://openalex.org/keywords/computer-science |
| keywords[11].score | 0.22689217329025269 |
| keywords[11].display_name | Computer science |
| keywords[12].id | https://openalex.org/keywords/virology |
| keywords[12].score | 0.19898676872253418 |
| keywords[12].display_name | Virology |
| keywords[13].id | https://openalex.org/keywords/outbreak |
| keywords[13].score | 0.09967371821403503 |
| keywords[13].display_name | Outbreak |
| keywords[14].id | https://openalex.org/keywords/pathology |
| keywords[14].score | 0.09412029385566711 |
| keywords[14].display_name | Pathology |
| language | en |
| locations[0].id | doi:10.3389/fpsyt.2021.713987 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S92766711 |
| locations[0].source.issn | 1664-0640 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 1664-0640 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | Frontiers in Psychiatry |
| locations[0].source.host_organization | https://openalex.org/P4310320527 |
| locations[0].source.host_organization_name | Frontiers Media |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310320527 |
| locations[0].license | cc-by |
| locations[0].pdf_url | https://www.frontiersin.org/articles/10.3389/fpsyt.2021.713987/pdf |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Frontiers in Psychiatry |
| locations[0].landing_page_url | https://doi.org/10.3389/fpsyt.2021.713987 |
| locations[1].id | pmid:34594251 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306525036 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | PubMed |
| locations[1].source.host_organization | https://openalex.org/I1299303238 |
| locations[1].source.host_organization_name | National Institutes of Health |
| locations[1].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | publishedVersion |
| locations[1].raw_type | |
| locations[1].license_id | |
| locations[1].is_accepted | True |
| locations[1].is_published | True |
| locations[1].raw_source_name | Frontiers in psychiatry |
| locations[1].landing_page_url | https://pubmed.ncbi.nlm.nih.gov/34594251 |
| locations[2].id | pmh:oai:pubmedcentral.nih.gov:8477163 |
| locations[2].is_oa | True |
| locations[2].source.id | https://openalex.org/S2764455111 |
| locations[2].source.issn | |
| locations[2].source.type | repository |
| locations[2].source.is_oa | False |
| locations[2].source.issn_l | |
| locations[2].source.is_core | False |
| locations[2].source.is_in_doaj | False |
| locations[2].source.display_name | PubMed Central |
| locations[2].source.host_organization | https://openalex.org/I1299303238 |
| locations[2].source.host_organization_name | National Institutes of Health |
| locations[2].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[2].license | other-oa |
| locations[2].pdf_url | |
| locations[2].version | submittedVersion |
| locations[2].raw_type | Text |
| locations[2].license_id | https://openalex.org/licenses/other-oa |
| locations[2].is_accepted | False |
| locations[2].is_published | False |
| locations[2].raw_source_name | Front Psychiatry |
| locations[2].landing_page_url | https://www.ncbi.nlm.nih.gov/pmc/articles/8477163 |
| locations[3].id | pmh:oai:doaj.org/article:d931466df1e84172873e209e0a16f64e |
| locations[3].is_oa | False |
| locations[3].source.id | https://openalex.org/S4306401280 |
| locations[3].source.issn | |
| locations[3].source.type | repository |
| locations[3].source.is_oa | False |
| locations[3].source.issn_l | |
| locations[3].source.is_core | False |
| locations[3].source.is_in_doaj | False |
| locations[3].source.display_name | DOAJ (DOAJ: Directory of Open Access Journals) |
| locations[3].source.host_organization | |
| locations[3].source.host_organization_name | |
| locations[3].source.host_organization_lineage | |
| locations[3].license | |
| locations[3].pdf_url | |
| locations[3].version | submittedVersion |
| locations[3].raw_type | article |
| locations[3].license_id | |
| locations[3].is_accepted | False |
| locations[3].is_published | False |
| locations[3].raw_source_name | Frontiers in Psychiatry, Vol 12 (2021) |
| locations[3].landing_page_url | https://doaj.org/article/d931466df1e84172873e209e0a16f64e |
| locations[4].id | pmh:oai:europepmc.org:7367885 |
| locations[4].is_oa | True |
| locations[4].source.id | https://openalex.org/S4306400806 |
| locations[4].source.issn | |
| locations[4].source.type | repository |
| locations[4].source.is_oa | False |
| locations[4].source.issn_l | |
| locations[4].source.is_core | False |
| locations[4].source.is_in_doaj | False |
| locations[4].source.display_name | Europe PMC (PubMed Central) |
| locations[4].source.host_organization | https://openalex.org/I1303153112 |
| locations[4].source.host_organization_name | European Bioinformatics Institute |
| locations[4].source.host_organization_lineage | https://openalex.org/I1303153112 |
| locations[4].license | other-oa |
| locations[4].pdf_url | |
| locations[4].version | submittedVersion |
| locations[4].raw_type | Text |
| locations[4].license_id | https://openalex.org/licenses/other-oa |
| locations[4].is_accepted | False |
| locations[4].is_published | False |
| locations[4].raw_source_name | |
| locations[4].landing_page_url | http://europepmc.org/pmc/articles/PMC8477163 |
| indexed_in | crossref, doaj, pubmed |
| authorships[0].author.id | https://openalex.org/A5080884176 |
| authorships[0].author.orcid | https://orcid.org/0000-0003-2018-6378 |
| authorships[0].author.display_name | Hossein Akbarialiabad |
| authorships[0].countries | IR |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I194604659 |
| authorships[0].affiliations[0].raw_affiliation_string | Research Center for Psychiatry and Behavioral Sciences, Department of Psychiatry, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran |
| authorships[0].affiliations[1].institution_ids | https://openalex.org/I194604659 |
| authorships[0].affiliations[1].raw_affiliation_string | Student Research Committee, Shiraz School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran |
| authorships[0].institutions[0].id | https://openalex.org/I194604659 |
| authorships[0].institutions[0].ror | https://ror.org/01n3s4692 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I194604659 |
| authorships[0].institutions[0].country_code | IR |
| authorships[0].institutions[0].display_name | Shiraz University of Medical Sciences |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Hossein Akbarialiabad |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Research Center for Psychiatry and Behavioral Sciences, Department of Psychiatry, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran, Student Research Committee, Shiraz School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran |
| authorships[1].author.id | https://openalex.org/A5053658081 |
| authorships[1].author.orcid | https://orcid.org/0000-0002-2138-4248 |
| authorships[1].author.display_name | Bahar Bastani |
| authorships[1].countries | US |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I47838141 |
| authorships[1].affiliations[0].raw_affiliation_string | Medicine-Nephrology, Saint Louis University School of Medicine, Saint Louis, MO, United States |
| authorships[1].institutions[0].id | https://openalex.org/I47838141 |
| authorships[1].institutions[0].ror | https://ror.org/01p7jjy08 |
| authorships[1].institutions[0].type | education |
| authorships[1].institutions[0].lineage | https://openalex.org/I47838141 |
| authorships[1].institutions[0].country_code | US |
| authorships[1].institutions[0].display_name | Saint Louis University |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Bahar Bastani |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Medicine-Nephrology, Saint Louis University School of Medicine, Saint Louis, MO, United States |
| authorships[2].author.id | https://openalex.org/A5022459978 |
| authorships[2].author.orcid | https://orcid.org/0000-0003-2293-0383 |
| authorships[2].author.display_name | Mohammad Hossein Taghrir |
| authorships[2].countries | IR |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I194604659 |
| authorships[2].affiliations[0].raw_affiliation_string | Trauma Research Center, Shahid Rajaee (Emtiaz) Trauma Hospital, Shiraz University of Medical Sciences, Shiraz, Iran |
| authorships[2].institutions[0].id | https://openalex.org/I194604659 |
| authorships[2].institutions[0].ror | https://ror.org/01n3s4692 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I194604659 |
| authorships[2].institutions[0].country_code | IR |
| authorships[2].institutions[0].display_name | Shiraz University of Medical Sciences |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Mohammad Hossein Taghrir |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Trauma Research Center, Shahid Rajaee (Emtiaz) Trauma Hospital, Shiraz University of Medical Sciences, Shiraz, Iran |
| authorships[3].author.id | https://openalex.org/A5045106287 |
| authorships[3].author.orcid | https://orcid.org/0000-0002-6980-2576 |
| authorships[3].author.display_name | Shahram Paydar |
| authorships[3].countries | IR |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I194604659 |
| authorships[3].affiliations[0].raw_affiliation_string | Trauma Research Center, Shahid Rajaee (Emtiaz) Trauma Hospital, Shiraz University of Medical Sciences, Shiraz, Iran |
| authorships[3].institutions[0].id | https://openalex.org/I194604659 |
| authorships[3].institutions[0].ror | https://ror.org/01n3s4692 |
| authorships[3].institutions[0].type | education |
| authorships[3].institutions[0].lineage | https://openalex.org/I194604659 |
| authorships[3].institutions[0].country_code | IR |
| authorships[3].institutions[0].display_name | Shiraz University of Medical Sciences |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Shahram Paydar |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Trauma Research Center, Shahid Rajaee (Emtiaz) Trauma Hospital, Shiraz University of Medical Sciences, Shiraz, Iran |
| authorships[4].author.id | https://openalex.org/A5012461037 |
| authorships[4].author.orcid | https://orcid.org/0000-0002-0299-9394 |
| authorships[4].author.display_name | Nasrollah Ghahramani |
| authorships[4].countries | US |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I82783531 |
| authorships[4].affiliations[0].raw_affiliation_string | Division of Nephrology, Department of Medicine, Penn State University College of Medicine, Hershey, PA, United States |
| authorships[4].institutions[0].id | https://openalex.org/I82783531 |
| authorships[4].institutions[0].ror | https://ror.org/01h22ap11 |
| authorships[4].institutions[0].type | healthcare |
| authorships[4].institutions[0].lineage | https://openalex.org/I82783531 |
| authorships[4].institutions[0].country_code | US |
| authorships[4].institutions[0].display_name | Penn State Milton S. Hershey Medical Center |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Nasrollah Ghahramani |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Division of Nephrology, Department of Medicine, Penn State University College of Medicine, Hershey, PA, United States |
| authorships[5].author.id | https://openalex.org/A5041382058 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-9773-8014 |
| authorships[5].author.display_name | Manasi Kumar |
| authorships[5].countries | GB, KE |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I45129253 |
| authorships[5].affiliations[0].raw_affiliation_string | Department of Clinical, Educational and Health Psychology, University College London, London, United Kingdom |
| authorships[5].affiliations[1].institution_ids | https://openalex.org/I12859529 |
| authorships[5].affiliations[1].raw_affiliation_string | Department of Psychiatry, University of Nairobi, Nairobi, Kenya |
| authorships[5].institutions[0].id | https://openalex.org/I45129253 |
| authorships[5].institutions[0].ror | https://ror.org/02jx3x895 |
| authorships[5].institutions[0].type | education |
| authorships[5].institutions[0].lineage | https://openalex.org/I124357947, https://openalex.org/I45129253 |
| authorships[5].institutions[0].country_code | GB |
| authorships[5].institutions[0].display_name | University College London |
| authorships[5].institutions[1].id | https://openalex.org/I12859529 |
| authorships[5].institutions[1].ror | https://ror.org/02y9nww90 |
| authorships[5].institutions[1].type | education |
| authorships[5].institutions[1].lineage | https://openalex.org/I12859529 |
| authorships[5].institutions[1].country_code | KE |
| authorships[5].institutions[1].display_name | University of Nairobi |
| authorships[5].author_position | last |
| authorships[5].raw_author_name | Manasi Kumar |
| authorships[5].is_corresponding | True |
| authorships[5].raw_affiliation_strings | Department of Clinical, Educational and Health Psychology, University College London, London, United Kingdom, Department of Psychiatry, University of Nairobi, Nairobi, Kenya |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://www.frontiersin.org/articles/10.3389/fpsyt.2021.713987/pdf |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Threats to Global Mental Health From Unregulated Digital Phenotyping and Neuromarketing: Recommendations for COVID-19 Era and Beyond |
| has_fulltext | True |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T11636 |
| primary_topic.field.id | https://openalex.org/fields/27 |
| primary_topic.field.display_name | Medicine |
| primary_topic.score | 0.9861999750137329 |
| primary_topic.domain.id | https://openalex.org/domains/4 |
| primary_topic.domain.display_name | Health Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2718 |
| primary_topic.subfield.display_name | Health Informatics |
| primary_topic.display_name | Artificial Intelligence in Healthcare and Education |
| related_works | https://openalex.org/W4200329650, https://openalex.org/W3127156785, https://openalex.org/W3009669391, https://openalex.org/W4311581287, https://openalex.org/W4205215807, https://openalex.org/W3005417802, https://openalex.org/W3049446289, https://openalex.org/W3171943759, https://openalex.org/W4226296940, https://openalex.org/W3028835529 |
| cited_by_count | 10 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 2 |
| counts_by_year[1].year | 2024 |
| counts_by_year[1].cited_by_count | 3 |
| counts_by_year[2].year | 2023 |
| counts_by_year[2].cited_by_count | 2 |
| counts_by_year[3].year | 2022 |
| counts_by_year[3].cited_by_count | 3 |
| locations_count | 5 |
| best_oa_location.id | doi:10.3389/fpsyt.2021.713987 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S92766711 |
| best_oa_location.source.issn | 1664-0640 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 1664-0640 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | Frontiers in Psychiatry |
| best_oa_location.source.host_organization | https://openalex.org/P4310320527 |
| best_oa_location.source.host_organization_name | Frontiers Media |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310320527 |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | https://www.frontiersin.org/articles/10.3389/fpsyt.2021.713987/pdf |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Frontiers in Psychiatry |
| best_oa_location.landing_page_url | https://doi.org/10.3389/fpsyt.2021.713987 |
| primary_location.id | doi:10.3389/fpsyt.2021.713987 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S92766711 |
| primary_location.source.issn | 1664-0640 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 1664-0640 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | Frontiers in Psychiatry |
| primary_location.source.host_organization | https://openalex.org/P4310320527 |
| primary_location.source.host_organization_name | Frontiers Media |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310320527 |
| primary_location.license | cc-by |
| primary_location.pdf_url | https://www.frontiersin.org/articles/10.3389/fpsyt.2021.713987/pdf |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Frontiers in Psychiatry |
| primary_location.landing_page_url | https://doi.org/10.3389/fpsyt.2021.713987 |
| publication_date | 2021-09-14 |
| publication_year | 2021 |
| referenced_works | https://openalex.org/W2913605443, https://openalex.org/W3191490679, https://openalex.org/W3042947149, https://openalex.org/W3032376952, https://openalex.org/W3015345229, https://openalex.org/W2938681818, https://openalex.org/W2904587264, https://openalex.org/W2496523590, https://openalex.org/W2954313547, https://openalex.org/W2866714018, https://openalex.org/W2925166053, https://openalex.org/W1522850626, https://openalex.org/W3091396385, https://openalex.org/W2792224659, https://openalex.org/W3022533257, https://openalex.org/W2909758627, https://openalex.org/W2980148744, https://openalex.org/W2855659753, https://openalex.org/W3021953365, https://openalex.org/W1587367602, https://openalex.org/W3128435188, https://openalex.org/W3116998974, https://openalex.org/W3003035376, https://openalex.org/W3028670867, https://openalex.org/W2392412101, https://openalex.org/W2789970635, https://openalex.org/W3037427354, https://openalex.org/W2529244926, https://openalex.org/W2095310830, https://openalex.org/W2582932586, https://openalex.org/W3087438817, https://openalex.org/W3028299811, https://openalex.org/W3125704895, https://openalex.org/W3121504158, https://openalex.org/W2770399943, https://openalex.org/W2802653242, https://openalex.org/W2884623132, https://openalex.org/W3131912835, https://openalex.org/W2081232361, https://openalex.org/W2912954712, https://openalex.org/W3122094356, https://openalex.org/W3109706177 |
| referenced_works_count | 42 |
| abstract_inverted_index.A | 88 |
| abstract_inverted_index.a | 94 |
| abstract_inverted_index.We | 212, 226 |
| abstract_inverted_index.an | 29, 126, 149, 197 |
| abstract_inverted_index.as | 235 |
| abstract_inverted_index.at | 108, 256 |
| abstract_inverted_index.be | 196, 209, 239, 264 |
| abstract_inverted_index.in | 13, 31, 59, 84, 97, 175, 202, 220, 242, 265 |
| abstract_inverted_index.is | 187 |
| abstract_inverted_index.of | 3, 81, 90, 105, 110, 169, 190, 259 |
| abstract_inverted_index.or | 56, 115, 139, 171, 178 |
| abstract_inverted_index.to | 39, 50, 66, 122, 134, 147, 162, 228, 263 |
| abstract_inverted_index.The | 0 |
| abstract_inverted_index.all | 14 |
| abstract_inverted_index.and | 6, 17, 102, 124, 131, 154, 158, 251 |
| abstract_inverted_index.are | 21, 74, 93 |
| abstract_inverted_index.era | 2, 205 |
| abstract_inverted_index.few | 89 |
| abstract_inverted_index.for | 47, 113, 142 |
| abstract_inverted_index.has | 10, 26 |
| abstract_inverted_index.new | 1, 233 |
| abstract_inverted_index.so, | 201 |
| abstract_inverted_index.the | 23, 36, 41, 78, 85, 98, 103, 164, 188, 203, 215, 224, 236 |
| abstract_inverted_index.two | 192 |
| abstract_inverted_index.use | 80 |
| abstract_inverted_index.(IT) | 9 |
| abstract_inverted_index.This | 183 |
| abstract_inverted_index.aims | 121 |
| abstract_inverted_index.also | 27, 213 |
| abstract_inverted_index.been | 28 |
| abstract_inverted_index.care | 141 |
| abstract_inverted_index.data | 116, 161 |
| abstract_inverted_index.etc. | 182 |
| abstract_inverted_index.into | 166 |
| abstract_inverted_index.more | 200, 240 |
| abstract_inverted_index.need | 262 |
| abstract_inverted_index.risk | 109 |
| abstract_inverted_index.such | 82 |
| abstract_inverted_index.that | 143, 194 |
| abstract_inverted_index.this | 160, 221, 232 |
| abstract_inverted_index.used | 112 |
| abstract_inverted_index.uses | 159 |
| abstract_inverted_index.when | 206 |
| abstract_inverted_index.with | 63 |
| abstract_inverted_index.There | 25 |
| abstract_inverted_index.areas | 62 |
| abstract_inverted_index.being | 107 |
| abstract_inverted_index.might | 238 |
| abstract_inverted_index.norm. | 24 |
| abstract_inverted_index.raise | 229 |
| abstract_inverted_index.rural | 61 |
| abstract_inverted_index.seeks | 146 |
| abstract_inverted_index.there | 73 |
| abstract_inverted_index.these | 71, 191 |
| abstract_inverted_index.those | 48, 57, 91 |
| abstract_inverted_index.unmet | 42 |
| abstract_inverted_index.would | 195, 208 |
| abstract_inverted_index.Legal, | 248 |
| abstract_inverted_index.access | 65 |
| abstract_inverted_index.afford | 51 |
| abstract_inverted_index.agency | 104 |
| abstract_inverted_index.breach | 96 |
| abstract_inverted_index.detect | 123 |
| abstract_inverted_index.direct | 163 |
| abstract_inverted_index.during | 35 |
| abstract_inverted_index.future | 137 |
| abstract_inverted_index.health | 19, 249 |
| abstract_inverted_index.intend | 227 |
| abstract_inverted_index.living | 58 |
| abstract_inverted_index.mental | 43, 67, 140 |
| abstract_inverted_index.needs, | 45 |
| abstract_inverted_index.person | 165 |
| abstract_inverted_index.place. | 266 |
| abstract_inverted_index.remote | 60 |
| abstract_inverted_index.social | 177 |
| abstract_inverted_index.toward | 231 |
| abstract_inverted_index.unable | 49 |
| abstract_inverted_index.web” | 218 |
| abstract_inverted_index.Despite | 70 |
| abstract_inverted_index.Digital | 119 |
| abstract_inverted_index.address | 40 |
| abstract_inverted_index.broader | 257 |
| abstract_inverted_index.concern | 186 |
| abstract_inverted_index.crisis. | 225 |
| abstract_inverted_index.damming | 241 |
| abstract_inverted_index.digital | 18, 33, 260 |
| abstract_inverted_index.ethics, | 250 |
| abstract_inverted_index.fields, | 16 |
| abstract_inverted_index.getting | 111 |
| abstract_inverted_index.impacts | 237, 258 |
| abstract_inverted_index.limited | 64 |
| abstract_inverted_index.looking | 255 |
| abstract_inverted_index.making, | 181 |
| abstract_inverted_index.medical | 15 |
| abstract_inverted_index.opinion | 174 |
| abstract_inverted_index.or/with | 245 |
| abstract_inverted_index.primary | 185 |
| abstract_inverted_index.shaping | 172 |
| abstract_inverted_index.system. | 87 |
| abstract_inverted_index.therapy | 54 |
| abstract_inverted_index.threat, | 199, 234 |
| abstract_inverted_index.upsurge | 30 |
| abstract_inverted_index.“dark | 217 |
| abstract_inverted_index.COVID-19 | 37 |
| abstract_inverted_index.becoming | 22 |
| abstract_inverted_index.concepts | 193 |
| abstract_inverted_index.concerns | 76, 92 |
| abstract_inverted_index.decision | 180 |
| abstract_inverted_index.features | 133 |
| abstract_inverted_index.improved | 11 |
| abstract_inverted_index.neuronal | 151 |
| abstract_inverted_index.pandemic | 38 |
| abstract_inverted_index.patients | 106 |
| abstract_inverted_index.privacy, | 100 |
| abstract_inverted_index.properly | 135 |
| abstract_inverted_index.sessions | 55 |
| abstract_inverted_index.settings | 244 |
| abstract_inverted_index.(cortical | 153 |
| abstract_inverted_index.addressed | 214 |
| abstract_inverted_index.attention | 230 |
| abstract_inverted_index.behavior, | 128 |
| abstract_inverted_index.benefits, | 72 |
| abstract_inverted_index.consumer, | 176 |
| abstract_inverted_index.customize | 136 |
| abstract_inverted_index.globally. | 211 |
| abstract_inverted_index.in-person | 52 |
| abstract_inverted_index.interest, | 170 |
| abstract_inverted_index.knowledge | 5 |
| abstract_inverted_index.marketing | 114, 261 |
| abstract_inverted_index.patients' | 99 |
| abstract_inverted_index.political | 179 |
| abstract_inverted_index.potential | 95, 216 |
| abstract_inverted_index.processes | 254 |
| abstract_inverted_index.purposes. | 118 |
| abstract_inverted_index.regarding | 77 |
| abstract_inverted_index.solutions | 20, 34 |
| abstract_inverted_index.utilizing | 32 |
| abstract_inverted_index.worsening | 223 |
| abstract_inverted_index.autonomic) | 156 |
| abstract_inverted_index.categorize | 125 |
| abstract_inverted_index.efficiency | 12 |
| abstract_inverted_index.especially | 46 |
| abstract_inverted_index.government | 252 |
| abstract_inverted_index.harnessing | 117 |
| abstract_inverted_index.healthcare | 44, 68, 86 |
| abstract_inverted_index.inevitable | 198 |
| abstract_inverted_index.interests, | 130 |
| abstract_inverted_index.low-income | 243 |
| abstract_inverted_index.post-COVID | 204 |
| abstract_inverted_index.providers. | 69 |
| abstract_inverted_index.purchasing | 167 |
| abstract_inverted_index.regulatory | 253 |
| abstract_inverted_index.technology | 8 |
| abstract_inverted_index.vulnerable | 246 |
| abstract_inverted_index.widespread | 79 |
| abstract_inverted_index.activities, | 129 |
| abstract_inverted_index.digitalized | 4 |
| abstract_inverted_index.disparities | 207 |
| abstract_inverted_index.exaggerated | 210 |
| abstract_inverted_index.individual. | 144 |
| abstract_inverted_index.information | 7 |
| abstract_inverted_index.investigate | 148 |
| abstract_inverted_index.merchandise | 168 |
| abstract_inverted_index.phenotyping | 120 |
| abstract_inverted_index.response(s) | 152 |
| abstract_inverted_index.significant | 75 |
| abstract_inverted_index.subcortical | 155 |
| abstract_inverted_index.applications | 219 |
| abstract_inverted_index.commentary's | 184 |
| abstract_inverted_index.individual's | 127, 150, 173 |
| abstract_inverted_index.intersection | 189 |
| abstract_inverted_index.office-based | 53 |
| abstract_inverted_index.populations. | 247 |
| abstract_inverted_index.technologies | 83 |
| abstract_inverted_index.intersection, | 222 |
| abstract_inverted_index.psychological | 132 |
| abstract_inverted_index.Neuromarketing | 145 |
| abstract_inverted_index.communications | 138 |
| abstract_inverted_index.characteristics | 157 |
| abstract_inverted_index.confidentiality, | 101 |
| cited_by_percentile_year.max | 97 |
| cited_by_percentile_year.min | 94 |
| corresponding_author_ids | https://openalex.org/A5041382058 |
| countries_distinct_count | 4 |
| institutions_distinct_count | 6 |
| corresponding_institution_ids | https://openalex.org/I12859529, https://openalex.org/I45129253 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/1 |
| sustainable_development_goals[0].score | 0.5299999713897705 |
| sustainable_development_goals[0].display_name | No poverty |
| citation_normalized_percentile.value | 0.71979652 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |