2024
Machine Learning-Based Prediction of Binge Drinking among Adults in the United State: Analysis of the 2022 Health Information National Trends Survey
Huang X, Dai Z, Wang K, Luo X. Machine Learning-Based Prediction of Binge Drinking among Adults in the United State: Analysis of the 2022 Health Information National Trends Survey. 2024, 2024: 1-10. PMID: 39834720, PMCID: PMC11745038, DOI: 10.1145/3670085.3670090.Peer-Reviewed Original ResearchHealth Information National Trends SurveyNational Trends SurveySupport vector machineTrends SurveyBinge drinkingMachine learningMultiple health behaviour interventionsRisk factors of binge drinkingHealth behavior interventionsImprove health outcomesPrevalence of binge drinkingK-Nearest NeighborHealth outcomesSocial mediaTobacco useU.S. adultsRadial basis functionBehavioral interventionsUnited StatesAlcohol useNaive BayesFeature selectionLogistic regressionK-nearestMachine learning-based prediction
2018
Healthy Sisters: A Feasibility study of a health behavior intervention for women of color breast cancer survivors
Knobf MT, Erdos D, Jeon S. Healthy Sisters: A Feasibility study of a health behavior intervention for women of color breast cancer survivors. Journal Of Psychosocial Oncology 2018, 36: 597-608. PMID: 29847241, DOI: 10.1080/07347332.2018.1460004.Peer-Reviewed Original ResearchConceptsHealthy lifestyle behaviorsBreast cancer survivorsLifestyle behaviorsCancer survivorsEnd of interventionQuality of lifeHealth behavior interventionsCommunity-based sampleLifestyle interventionPreliminary efficacyPhysical activityFunctional abilityHealth behaviorsHealth responsibilityInteractive interventionInterventionBehavior interventionsSurvivorsWomenStress managementSignificant improvementNutritionStrong evidenceFeasibility studyBaseline
2017
Conceptions of pregnancy health and motivations for healthful behavior change among women in American Samoa
Kocher EL, Lamb J, McGarvey ST, Faiai M, Muasau-Howard BT, Hawley NL. Conceptions of pregnancy health and motivations for healthful behavior change among women in American Samoa. Women And Birth 2017, 31: e32-e41. PMID: 28662836, DOI: 10.1016/j.wombi.2017.06.011.Peer-Reviewed Original ResearchConceptsNon-communicable diseasesAmerican Samoan womenBehavior changeHealthful behavior changeObesity-related non-communicable diseasesHealth behavior interventionsPre-contemplative stagePregnancy healthBehaviour change interventionsPregnancyEfficacious interventionsHealthy behaviorsHealthful behaviorsBalanced dietWomenSamoan womenChange interventionsInterventionBehavior interventionsBabiesHealthSocial supportIdeal timeProtective treatmentThematic analysis
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