Tamara G R Macieira

Tamara G R Macieira, PhD, RN

Assistant Professor

Department: Family, Community and Health Systems Science
Business Phone: (352) 273-6333
Business Email: tmacie2@ufl.edu

About Tamara G R Macieira

Dr. Macieira is currently accepting predoctoral students and postdoctoral trainees.

MENTORSHIP

As a mentor, Dr. Macieira’s primary goal is to provide guidance and support for her mentees, enabling them to identify their talents and passions, build on them, and achieve their professional and personal goals. To most effectively accomplish this goal, she creates a safe environment in which her mentees feel that it is acceptable to fail and learn, think critically and creatively, and foster a culture of feedback. She makes herself available to her mentees, develops a relationship founded on mutual respect, and tailors her mentoring approach to each mentee’s individual needs, learning styles, and goals. She also facilitates and encourages her mentees to build a diverse professional network including individuals from different backgrounds, disciplines, and perspectives. She expects her mentees to be invested in their own success and be self-motivated. Thus, they should have accountability and ownership of their work, follow through with deadlines and planned activities, be productive, and ask for help when needed. She strives for her mentoring relationships to be honest, highly communicative, and enjoyable. Finally, she is looking for mentees who can advocate for the nursing profession in the spaces of informatics, data science, and artificial intelligence, and expand our presence in these areas.

TEACHING

Dr. Macieira’s teaching responsibilities are focused on the undergraduate BSN program and the DNP program as well as mentoring undergraduate and graduate nursing students.

RESEARCH

Dr. Macieira is an expert in nursing informatics, standardized nursing terminologies, and data science, including the application of machine learning and large language model (LLM) techniques. She has applied these methods specifically to examine the impact of palliative nursing care on hospitalized patient outcomes for cognitively impaired older adults through the analyses of nursing data retrieved from electronic health records (EHRs) from diverse health settings. Dr. Macieira has been dedicated to nursing and informatics research focused on populations with life-limiting chronic conditions (e.g., older adults, and critically ill patients) and the development of technology to improve patient care. Dr. Macieira’s program of research is funded by the U.S. National Institutes of Health-National Institute on Aging and focuses on the implementation, for the first time, of the research-data infrastructure that will generate and integrate standardized nursing data for over 2 million adult patients into the statewide OneFlorida+ Clinical Research Network.

SERVICE

Dr. Macieira holds memberships in the American Medical Informatics Association (AMIA), Southern Nursing Research Society, and Sigma Theta Tau International Honor Society of Nursing – Alpha Theta Chapter. Her service activities include serving as an elected member-at-large at the AMIA Nursing Informatics Working Group, and other professional organizations.

Accomplishments

2024 FLOin award in Nursing Informatics
2024 · Nursing Consortium of Florida Inc
Nursing Research Icon Award
2024 · Florida Nurses Association
Doctoral Dissertation Award Nominee
2020 · American Medical Informatics Association (AMIA)
Certificate of Outstanding Merit for International Students
2019 · University of Florida College of Nursing
Certificate of Outstanding Merit for International Students
2018 · University of Florida College of Nursing,
Certificate of Outstanding Merit for International Students
2017 · University of Florida College of Nursing
Informatics Working Group Student Paper Award Nominee
2017 · American Medical Informatics Association (AMIA)
Certificate of Outstanding Merit for International Students
2016 · University of Florida College of Nursing
Certificate of Outstanding Merit for International Students
2015 · University of Florida College of Nursing

Teaching Profile

Courses Taught
2020
NUR3737C Principles of Personalized Nursing Care 1
2020-2025
NUR3106 Lead and Inspire 1: Professional Nursing Practice
2021-2024
NGR6850 Research Methods and Evidence-Based Practice
2021-2023
NGR7970L Adv Nursing Project
2021
NUR3227C Principles of Personalized Nursing Care 2

Research Profile

Dr. Macieira is an expert in nursing informatics, standardized nursing terminologies, and data science, including the application of machine learning and large language model (LLM) techniques. She has applied these methods specifically to examine the impact of palliative nursing care on hospitalized patient outcomes for cognitively impaired older adults through the analyses of nursing data retrieved from electronic health records (EHRs) from diverse health settings. Dr. Macieira has been dedicated to nursing and informatics research focused on populations with life-limiting chronic conditions (e.g., older adults, and critically ill patients) and the development of technology to improve patient care. Dr. Macieira’s program of research is funded by the U.S. National Institutes of Health-National Institute on Aging and focuses on the implementation, for the first time, of the research-data infrastructure that will generate and integrate standardized nursing data for over 2 million adult patients into the statewide OneFlorida+ Clinical Research Network.

Open Researcher and Contributor ID (ORCID)

0000-0003-1100-3760

Areas of Interest
  • Artificial Intelligence
  • Big data analytics
  • Cognitive Performance in Older Adults
  • Data Integration
  • data science
  • electronic health records

Publications

Academic Articles
2024
An example of leveraging AI for documentation: ChatGPT-generated nursing care plan for an older adult with lung cancer.
Journal of the American Medical Informatics Association : JAMIA. 31(9):2089-2096 [DOI] 10.1093/jamia/ocae116. [PMID] 38758655.
2024
Creating Perinatal Nursing Care Plans Using ChatGPT: A Pathway to Improve Nursing Care Plans and Reduce Documentation Burden.
The Journal of perinatal & neonatal nursing. [DOI] 10.1097/JPN.0000000000000831. [PMID] 39491050.
2024
Navigating the Global Landscape of Nursing Informatics Research Collaboration: A Blueprint for Success.
Studies in health technology and informatics. 315:526-530 [DOI] 10.3233/SHTI240205. [PMID] 39049314.
2024
Standardizing nursing data extracted from electronic health records for integration into a statewide clinical data research network.
International journal of medical informatics. 183 [DOI] 10.1016/j.ijmedinf.2023.105325. [PMID] 38176094.
2024
The impact of spiritual care delivered by nurses on patients’ comfort: A propensity score matched cohort utilizing electronic health record data.
International journal of medical informatics. 183 [DOI] 10.1016/j.ijmedinf.2023.105319. [PMID] 38163394.
2023
Examining Care Planning Efficiency and Clinical Decision Support Adoption in a System Tailoring to Nurses’ Graph Literacy: National, Web-Based Randomized Controlled Trial.
Journal of medical Internet research. 25 [DOI] 10.2196/45043. [PMID] 37566456.
2023
Influence of Sociodemographic and Occupational Factors on Safety Culture in Neonatal Intensive Care in Brazil.
Journal of nursing care quality. 38(1):E1-E8 [DOI] 10.1097/NCQ.0000000000000649. [PMID] 36112966.
2023
Nurses’ preferences for the format of care planning clinical decision support coded with standardized nursing languages.
Journal of the American Medical Informatics Association : JAMIA. 30(11):1846-1851 [DOI] 10.1093/jamia/ocad093. [PMID] 37257882.
2023
Risk of bias in prognostic models of hospital-induced delirium for medical-surgical units: A systematic review.
PloS one. 18(8) [DOI] 10.1371/journal.pone.0285527. [PMID] 37590196.
2023
The relationship between electronic health records user interface features and data quality of patient clinical information: an integrative review.
Journal of the American Medical Informatics Association : JAMIA. 31(1):240-255 [DOI] 10.1093/jamia/ocad188. [PMID] 37740937.
2022
Assessing the Usability of a Clinical Decision Support System: Heuristic Evaluation.
JMIR human factors. 9(2) [DOI] 10.2196/31758. [PMID] 35536613.
2022
Conducting a representative national randomized control trial of tailored clinical decision support for nurses remotely: Methods and implications.
Contemporary clinical trials. 118 [DOI] 10.1016/j.cct.2022.106712. [PMID] 35235823.
2022
Effect of Ear Acupuncture plus Dry Cupping on Activities and Quality of Life in the Adults with Chronic Back Pain: a Randomized Trial.
Journal of acupuncture and meridian studies. 15(2):130-142 [DOI] 10.51507/j.jams.2022.15.2.130. [PMID] 35770580.
2022
Effects of ear acupuncture combined with cupping therapy on severity and threshold of chronic back pain and physical disability: A randomized clinical trial.
Journal of traditional and complementary medicine. 12(2):152-161 [DOI] 10.1016/j.jtcme.2021.07.008. [PMID] 35528479.
2022
NANDA-I, NOC, and NIC linkages to SARS-CoV-2 (COVID-19): Part 3. Family response.
International journal of nursing knowledge. 33(1):5-17 [DOI] 10.1111/2047-3095.12323. [PMID] 33729703.
2022
Nurses’ Perceptions of Recommended Fall Prevention Strategies: A Rapid Review.
Journal of nursing care quality. 37(3):249-256 [DOI] 10.1097/NCQ.0000000000000605. [PMID] 34775419.
2022
Spiritual Interventions Delivered by Nurses to Address Patients’ Needs in Hospitals or Long-Term Care Facilities: A Systematic Review.
Journal of palliative medicine. 25(4):662-677 [DOI] 10.1089/jpm.2021.0578. [PMID] 35085471.
2021
Following the Breadcrumbs of Palliative Care Financial Sustainability to Big Data.
Journal of palliative medicine. 24(5):649-650 [DOI] 10.1089/jpm.2021.0018. [PMID] 33945316.
2021
NANDA-I, NOC, and NIC Linkages to SARS-Cov-2 (Covid-19): Part 1. Community Response.
International journal of nursing knowledge. 32(1):59-67 [DOI] 10.1111/2047-3095.12291. [PMID] 32497413.
2021
NANDA-I, NOC, and NIC linkages to SARS-CoV-2 (COVID-19): Part 2. Individual response.
International journal of nursing knowledge. 32(1):68-83 [DOI] 10.1111/2047-3095.12307. [PMID] 33169943.
2021
Use of machine learning to transform complex standardized nursing care plan data into meaningful research variables: a palliative care exemplar.
Journal of the American Medical Informatics Association : JAMIA. 28(12):2695-2701 [DOI] 10.1093/jamia/ocab205. [PMID] 34569603.
2020
Nursing Care for Hospitalized Older Adults With and Without Cognitive Impairment.
Nursing research. 69(2):116-126 [DOI] 10.1097/NNR.0000000000000402. [PMID] 31972847.
2020
Towards implementing SNOMED CT in nursing practice: A scoping review.
International journal of medical informatics. 134 [DOI] 10.1016/j.ijmedinf.2019.104035. [PMID] 31862610.
2019
An examination of the coverage of the SNOMED CT coded nursing problem list subset.
JAMIA open. 2(3):386-391 [DOI] 10.1093/jamiaopen/ooz023. [PMID] 31984371.
2019
Effectiveness of Nursing Interventions to Prevent Dry Eye in Critically Ill Patients.
American journal of critical care : an official publication, American Association of Critical-Care Nurses. 28(4):299-306 [DOI] 10.4037/ajcc2019360. [PMID] 31263013.
2019
Human Factors Associated with Continuous Glucose Monitor Use in Patients with Diabetes: A Systematic Review.
Diabetes technology & therapeutics. 21(10):589-601 [DOI] 10.1089/dia.2019.0136. [PMID] 31335196.
2019
Secondary use of standardized nursing care data for advancing nursing science and practice: a systematic review.
Journal of the American Medical Informatics Association : JAMIA. 26(11):1401-1411 [DOI] 10.1093/jamia/ocz086. [PMID] 31188439.
2018
A Shovel-Ready Solution to Fill the Nursing Data Gap in the Interdisciplinary Clinical Picture.
International journal of nursing knowledge. 29(1):49-58 [DOI] 10.1111/2047-3095.12168. [PMID] 28093877.
2018
Physician nurse care: A new use of UMLS to measure professional contribution: Are we talking about the same patient a new graph matching algorithm?
International journal of medical informatics. 113:63-71 [DOI] 10.1016/j.ijmedinf.2018.02.002. [PMID] 29602435.
2018
Response To: Letter to The Editor – Comments on The Use of LOINC and SNOMED CT for Representing Nursing Data.
International journal of nursing knowledge. 29(2):86-88 [DOI] 10.1111/2047-3095.12182. [PMID] 28856824.
2018
The Use of Simulation to Teach Nursing Students and Clinicians Palliative Care and End-of-Life Communication: A Systematic Review.
The American journal of hospice & palliative care. 35(8):1140-1154 [DOI] 10.1177/1049909118761386. [PMID] 29514480.
2017
Evidence of Progress in Making Nursing Practice Visible Using Standardized Nursing Data: a Systematic Review.
AMIA … Annual Symposium proceedings. AMIA Symposium. 2017:1205-1214 [PMID] 29854189.
2013
[Prevalence of falls in older adults enrolled in a Health Center of Belo Horizonte-MG].
Revista brasileira de enfermagem. 66(2):234-40 [PMID] 23743844.
2013
Integrative review: evidences on the practice of intermittent/indwelling urinary catheterization.
Revista latino-americana de enfermagem. 21(1):459-68 [PMID] 23546332.
2011
Risk of surgical site infection in patients undergoing orthopedic surgery.
Revista latino-americana de enfermagem. 19(6):1362-8 [PMID] 22249670.

Grants

Jun 2023 ACTIVE
Harmonizing and Integrating Nursing Data into Multidisciplinary Datasets to Evaluate Hospital Care and Readmissions of Older Adults with Alzheimers Disease and Alzheimers Disease-Related Dementias
Role: Principal Investigator
Funding: NATL INST OF HLTH NIA
May 2021 – Apr 2023
Harmonizing and Integrating Nursing Data into Multidisciplinary Datasets to Evaluate Hospital Care and Readmissions of Older Adults with Alzheimers Disease and Alzheimers Disease-Related Dementias
Role: Principal Investigator
Funding: NATL INST OF HLTH NIA

Education

Post-Doctoral Fellowship – Health Informatics and Data Science
2020 · University of Florida
Ph.D. in Nursing
2019 · University of Florida
Bachelor of Science in Nursing
2014 · Federal University of Minas Gerais

Contact Details

Phones:
Business:
(352) 273-6333
Emails:
Business:
tmacie2@ufl.edu
Addresses:
Business Mailing:
PO Box 100187
GAINESVILLE FL 32610
Business Street:
1225 CENTER DR
COLLEGE OF NURSING
GAINESVILLE FL 326103007