Introduction Assess Collected Question & Answer Guide (With Explanation)
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Introduction Assess the collected data. Use this section to lay out the source, parameters, and any limitations of your data. Specifically, you should: Describe the population the data represents and how the sample was chosen. Analyze the sample data set’s limitations and how those limitations might affect your findings. Justify your response. Identify the variables in your data set by calculating and presenting descriptive statistics for each one. Assess how these descriptive statistics affect your analysis. [Use a statistical lens to propose your approach and identify the variables you will use to answer your research question. Describe the frequencies of each categorical variable in your sample and complete Table 1. In addition, describe the mean and standard deviation of the age of the people in the sample.] Characteristics n % [Sociodemographic 1] [Values] [Sociodemographic 2] [Values] Times you accessed your online medical record Yes No Used your online medical record or patient portal to electronically send your medical information to a third party Yes No Used your online medical record or patient portal to look up test results Yes No Mode, clinical characteristic, or difficulty of electronic medical record Yes No Research question, “Do older people with diabetes use electronic medical records less often than younger people with diabetes? of 5 Automatic Zoom Actual Size Page Fit Page Width 50% 75% 100% 125% 150% 200% 300% 400% IHP 525 Data Analysis Data Description This document describes the data you will use to complete Milestone Two of the Final Project Data Analysis and the activity assignments in Modules One through Five. Description of Study Since 2003, the National Cancer Institute has administered the nationally representative Health Information National Trends Survey (HINTS) every few years. The HINTS target population is all adults aged 18 or older in the civilian noninstitutionalized population of the United States. The HINTS program collects data on the American public’s need for, access to, and use of health-related information and their health-related behaviors, perceptions, and knowledge. Data collection for HINTS 6 was conducted between March 7 and November 8, 2022. One adult within each sampled household was selected using the next-birthday method. In this method, the adult who would have the next birthday in the sampled household was asked to complete the questionnaire. All households received a $2 incentive to encourage participation. The overall household response rate using the next-birthday method was 28.1%. The final HINTS 6 sample consisted of 6,252 respondents. The data set you use in this course is a modified version of this sample. Data Analysis Data Set Source: National Cancer Institute Health Information National Trends Survey: Data The data set provided for your work in this course includes 20 variables and 1,091 observations from the HINTS study. You will only select the appropriate observations related to one of the following chronic diseases you chose to study for your final project: • Depression • Diabetes • High blood pressure You will also select a total of eight variables from the following categories: • In addition to Age, choose two variables from “sociodemographic characteristics”: o AgeGrpB o BirthGender o EducA o HealthInsurance2 o IncomeRanges_IMP o MaritalStatus o OCCUPATION_CAT o RaceEthn • Choose either the “Mode or clinical characteristic” or “Difficulty of electronic medical record” category and use its variable. Codebook or Definition of Variables Category Variable Description Values Identifier HHID Household ID Randomly assigned number Use of electronic medical record AccessOnlineRecord2 How many times did you access your online medical record or patient portal in the past 12 months? 1 = 1 to 2 times 2 = 3 to 5 times 3 = 6 to 9 times 4 = 10 or more times 5 = I do not have an online medical record Sociodemographic Age What is your age? Years Sociodemographic AgeGrpB Respondent age Recode-5 levels (derived from age) 1 = 18-34 2 = 35-49 3 = 50-64 4 = 65-74 5 = 75+ Sociodemographic BirthGender On your original birth certificate, were you listed as male or female? 1 = Male 2 = Female Sociodemographic EducA What is the highest level of school you completed? (Education recoded-4 levels, derived from education) 1 = Less than high school 2 = High school graduate 3 = Some college 4 = College graduate or more Sociodemographic HealthInsurance2 Are you covered by any health insurance or healthcare plan, including employer- sponsored insurance, prepaid plans, or government plans such as Medicare, Medicaid, or TRICARE? 1 = Yes 2 = No Mode of electronic medical record HowAccessOnlineRecord2 How did you access your online medical record or patient portal? 1 = App 2 = Website 3 = Both app and website 4 = Don’t know Category Variable Description Values Sociodemographic IncomeRanges_IMP Annual income ranges 1 = $0 to $9,999 2 = $10,000 to $14,999 3 = $15,000 to $19,999 4 = $20,000 to $34,999 5 = $35,000 to $49,999 6 = $50,000 to $74,999 7 = $75,000 to $99,999 8 = $100,000 to $199,999 9 = $200,000 or more Sociodemographic MaritalStatus What is your marital status? 1 = Married 2 = Living as married 3 = Divorced 4 = Widowed 5 = Separated 6 = Single, never been married Medical condition MedConditions_Depressi on Has a doctor or other health professional ever told you that you had depression or anxiety disorder? 1 = Yes 2 = No Medical condition MedConditions_Diabetes Has a doctor or other health professional ever told you that you had diabetes or high blood sugar? 1 = Yes 2 = No Medical condition MedConditions_HighBP Has a doctor or other health professional ever told you that you had high blood pressure or hypertension? 1 = Yes 2 = No Category Variable Description Values Sociodemographic OCCUPATION_CAT Occupational status 1 = Employed only 3 = Homemaker only 4 = Student only 5 = Retired only 6 = Disabled only 7 = Multiple occupation statuses selected 8 = Unemployed for one year or more only 9 = Unemployed for less than a year only 91 = Other occupation Clinical characteristic QualityCare How would you rate the quality of healthcare you received in the past 12 months? 1 = Excellent 2 = Very good 3 = Good 4 = Fair 5 = Poor Sociodemographic RaceEthn Race/ethnicity 1 = Hispanic 2 = White 3 = Black or African American 4 = American Indian or Alaska Native 5 = Asian 6 = Native Hawaiian or other Pacific Islander 7 = Multiple races Use of electronic medical record RecordsOnline_Send3rdP arty In the past 12 months, have you used your online medical record or patient portal to electronically send your medical information to a third party (such as another healthcare provider, a family member, or a smartphone health app)? 1 = Yes 2 = No Category Variable Description Values Use of electronic medical record RecordsOnline_ViewNote s In the past 12 months, have you used your online medical record or patient portal to view clinical notes (a healthcare provider’s written notes that describe your visit)? 1 = Yes 2 = No Use of electronic medical record RecordsOnline_ViewResul ts In the past 12 months, have you used your online medical record or patient portal to look up test results? 1 = Yes 2 = No Difficulty of electronic medical record UnderstandOnlineMedRe c2 How easy or difficult was it to understand the health information in your online medical record or patient portal? 1 = Very easy 2 = Somewhat easy 3 = Somewhat difficult 4 = Very difficult
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