← Back to all signals
RESEARCH PAPER ANALYSIS

Revealing the evolution of behavioral activation research trends over two decades through keyword network analysis.

AI interpretation is pending for this paper.

Open original publication →
PMID40853938
JournalPloS one
Publication Date2025-08-25
Ingested2026-08-02 12:03 AM
EXECUTIVE SUMMARY

What the AI sees

Not AI summarized yet.

WHY IT MATTERS

Research significance

Pending deeper interpretation.

ABSTRACT

Source abstract

BACKGROUNDS: Behavioral activation (BA) is recognized as an evidence-based therapy for depression and other mental health conditions. Using meta-analysis and systematic literature review to analyze the research trends is helpful, but it has limitations in understanding the flow and development of BA research. PURPOSE: This study aims to analyze BA research trends using keyword network analysis. METHODS: The study examined network characteristics, centrality, and cohesion by conducting Keyword network analysis (KNA) on BA -related studies from 2003 to 2023. The research was divided into two periods: 2003-2012 and 2013-2023. RESULTS: The analysis revealed an increase in the number of keywords from 26 in the first period to in the second, along with a rise in average degree and keyword links. Notably, cancer research surged during the second period. In terms of centrality, the maximum value rose in the second period, with "Depression" maintaining the highest centrality in both periods. For eigenvector centrality, "Older adult" ranked highest in the first period, while "Psycho-oncology" took the lead in the second. Cohesion analysis showed that in the first period, "Depression" was linked to older adult inpatient care, dealing with issues like "Complicated bereavement," "Posttraumatic stress disorder," and "Cancer," as well as serving as a bridge for depression and smoking cessation. In the second period, the scope of "Depression" expanded to include older adult, university students, and children, with a focus on emotional variables, social support, and non-face-to-face interventions. CONCLUSIONS: This study sheds light on the evolving landscape of research on BA therapy, highlighting its continuous expansion in addressing depression across diverse populations and settings. Our study is the first to provide a comprehensive overview of the research keywords over the past two decades, offering a knowledge map and flow. This contributes to facilitating practical application in clinical settings and understanding research trends related to BA therapy.

SUPPORTING PAPER SET

32 more papers to review

Ranked by current scoring engine
1 Clinical characteristics and outcome of patients with craniopharyngioma followed up at a tertiary Endocrine Unit in Sri Lanka; Cross-Sectional study. The Ceylon medical journal 63.4 2 Primary Hepatic Neuroblastoma: A Case Report of a Solitary Liver Mass in an Adolescent Male. Cureus 51.9 3 Embryonic origin of cancer in newborn twins. Nature communications 35.0 4 Jejunal B-Cell Non-Hodgkin Lymphoma Presenting with a Long Stenosing Lesion in an Adolescent: A Case Report. Cancer management and research 51.9 5 Biomaterial-Enabled Delivery Strategies to Overcome Treatment Resistance in Medulloblastoma. International journal of nanomedicine 68.04 6 Van Neck-Odelberg Disease in a Pediatric Patient With Prolonged Groin Pain: A Case Report. Case reports in radiology 51.4 7 Chronic disease burden and health-related quality of life among missouri adults. Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation 65.0 8 Increased Incidence and Improved Survival of Ewing and Ewing-Like Sarcomas in Children and Young Adolescents in the Netherlands Since the 1990s: A Population-Based Study. Cancer medicine 68.32 9 [Clinicopathological study of YAP1-fusion positive supratentorial ependymoma]. Zhonghua bing li xue za zhi = Chinese journal of pathology 28.5 10 Extreme Thrombocytosis in Patients With Malignancy; Complications, Management and Outcomes. EJHaem 75.0 11 Effect of a free sugar-restricted diet on anthropometric parameters, lipid profile, and glycemic control in women with polycystic ovary syndrome: a randomized controlled trial. BMC endocrine disorders 78.0 12 Clinico-pathologic Evaluation of Patients with Hemangioendothelioma: A 10-year Experience from Shiraz, Southern of Iran : Short title: Clinicopathologic evaluation of hemangioendothelioma. Galen medical journal 69.0 13 Intramedullary Spinal Tuberculosis Mimicking Neoplasm with Ocular Involvement in an Adolescent: A Case Report. Iranian journal of child neurology 49.9 14 Excess mortality related to the COVID-19 pandemic by age, sex, and cause of death in the Czech Republic. BMC public health 57.5 15 Normal on the Inside: A Case of Recurrent Abdominal Pain, Equivocal CT Appendicitis, and Histologically Normal Appendix in an Adolescent With Chronic Cannabis Use. Cureus 47.5 16 Self-reported oral health-related quality of life among pediatric oncology patients: a cross-sectional study at Kenyatta National Hospital, Kenya. Canadian journal of dental hygiene : CJDH = Journal canadien de l'hygiene dentaire : JCHD 61.4 17 Case Report: Intracranial germ cell tumors in girls presenting with peripheral precocious puberty and arginine vasopressin deficiency. Frontiers in endocrinology 56.3 18 Rectal colonization with multidrug-resistant organisms in adult acute leukemia patients undergoing allogeneic hematopoietic stem cell transplantation: a retrospective, longitudinal, single-center study. Frontiers in cellular and infection microbiology 72.76 19 Artificial intelligence-enabled nursing surveillance for pediatric cancer immunotherapy: integrating biomarkers, patient-reported outcomes, and long-term toxicity management. Frontiers in medicine 74.0 20 Double heterozygous pathogenic germline APC and MSH2 variants in a 16-year-old female diagnosed with colorectal cancer. Familial cancer 56.0 21 Ferroptotic stress selectively enhances ACSL4 translation during global translational repression in glioblastoma models. Molecular biology reports 58.2 22 Cured but What's Next? Rethinking Survivorship Care for Adolescent and Young Adult Testicular Cancer Survivors. European urology oncology 79.0 23 Dietary patterns and cardiovascular risk in adult survivors of childhood cancer: findings from the SCCSS-Nutrition Study. Journal of cancer survivorship : research and practice 56.0 24 SJIP38: A single-tube 38-parameter spectral immunophenotyping panel for the lineage classification of pediatric leukemias. Cytometry. Part B, Clinical cytometry 57.2 25 Divergent Trends in Head and Neck Cancer Burden in China (1990-2021). Asia-Pacific journal of clinical oncology 61.6 26 Low albumin levels precede mucormycosis in pediatric cancer patients. Medical mycology 63.9 27 Variance decomposition of probabilistic health risk of potentially toxic metals at two Nigerian artisanal mining fields. Environmental geochemistry and health 57.5 28 High school students' perspectives on childhood cancer: A metaphorical analysis. Journal of pediatric nursing 57.2 29 Antibody-drug conjugates in the treatment of Leukemia: a constraint-satisfaction heuristic analysis of global clinical trials. Translational oncology 68.56 30 Determinants of Systemic Anticancer Treatment and Continuous Intravenous Opioid and/or Benzodiazepine Use at End of life: A Real-World Analysis of Demographic and Clinical Factors in Advanced Cancer Patients. Clinical medicine (London, England) 79.04 31 Comment on "Understanding the Immune Response Changes to Clinical Interventions for Epstein-Barr Virus Infection Prior to Lymphoma Development in Children After Organ Transplants (UNEARTH)". Pediatric transplantation 51.82 32 Paediatric chronic hepatitis C and the global elimination gap: burden and trends from 1990 to 2023 in the Global Burden of Disease Study 2023. EClinicalMedicine 59.9
PATIENT-FRIENDLY SUMMARY

Revealing the evolution of behavioral activation research trends over two decades through keyword network analysis.

For education only—not personal medical advice.

Before you continue

AI-assisted research information

Neurocompute uses AI to summarize scientific papers, interpret research signals, and suggest relevant reference links. AI-generated content can be incomplete, misleading, or wrong, and generated links may be irrelevant or unavailable.

Our reviewed outputs have performed strongly to date, but past accuracy is not a guarantee. Verify summaries, scores, claims, and links against the original publication before relying on them.

This platform is for research and education only. It does not provide medical advice, diagnosis, treatment recommendations, or clinical guidance.

Pediatric cancer research intelligence graphic
PEDIATRIC CANCER VISUAL SYSTEM

Open the Research Intelligence Map

Explore the active pediatric oncology analysis view.

Expand Intelligence View →
Full Pediatric cancer research intelligence graphic