## ----setup, include = FALSE--------------------------------------------------- knitr::opts_chunk$set(collapse = TRUE, comment = "#>") library(surveyframe) ## ----choices------------------------------------------------------------------ likert5 <- sf_choices( "likert5", values = 1:5, labels = c("Strongly disagree", "Disagree", "Neither agree nor disagree", "Agree", "Strongly agree") ) visitor <- sf_choices("visitor", c("first_time", "repeat"), c("First-time visitor", "Repeat visitor")) ## ----items-------------------------------------------------------------------- intro <- sf_item( "intro", "About your trip", type = "section_break", section_intro = "Please rate your experience of digital booking and your visit." ) dmpv_1 <- sf_item("dmpv_1", "The destination's online content was trustworthy.", type = "likert", required = TRUE, choice_set = "likert5", scale_id = "DMPV") dmpv_2 <- sf_item("dmpv_2", "The online information was consistent across platforms.", type = "likert", required = TRUE, choice_set = "likert5", scale_id = "DMPV") dmpv_3 <- sf_item("dmpv_3", "The digital channels offered good value for money.", type = "likert", required = TRUE, choice_set = "likert5", scale_id = "DMPV") dmpv_4 <- sf_item("dmpv_4", "I was aware of the destination through digital channels.", type = "likert", required = TRUE, choice_set = "likert5", scale_id = "DMPV") ts_1 <- sf_item("ts_1", "The trip met my expectations.", type = "likert", required = TRUE, choice_set = "likert5", scale_id = "TS") ts_2 <- sf_item("ts_2", "My overall travel experience was satisfying.", type = "likert", required = TRUE, choice_set = "likert5", scale_id = "TS") ts_3 <- sf_item("ts_3", "I felt comfortable at the destination.", type = "likert", required = TRUE, choice_set = "likert5", scale_id = "TS") visitor_type <- sf_item("visitor_type", "I am a", type = "single_choice", required = TRUE, choice_set = "visitor") attention <- sf_item("attention", "For quality control, please select Agree.", type = "single_choice", required = TRUE, choice_set = "likert5") ## ----scales------------------------------------------------------------------- dmpv <- sf_scale("DMPV", "Digital marketing perceived value", items = c("dmpv_1", "dmpv_2", "dmpv_3", "dmpv_4"), method = "mean", min_valid = 3) ts <- sf_scale("TS", "Tourist satisfaction", items = c("ts_1", "ts_2", "ts_3"), method = "mean", min_valid = 2) ## ----checks------------------------------------------------------------------- attention_check <- sf_check( id = "attention_agree", item_id = "attention", type = "attention", pass_values = 4, fail_action = "flag", label = "Instructional attention check" ) ## ----branch------------------------------------------------------------------- repeat_branch <- sf_branch( item_id = "ts_3", depends_on = "visitor_type", operator = "==", value = "repeat", action = "show" ) ## ----plan--------------------------------------------------------------------- analysis_plan <- list( list(id = "M1", research_question = "Is perceived value internally consistent?", family = "measurement", method = "reliability_alpha", roles = list(items = c("dmpv_1", "dmpv_2", "dmpv_3", "dmpv_4"))), list(id = "RQ1", research_question = "Do repeat visitors report higher satisfaction?", family = "group_comparison", method = "mann_whitney", roles = list(group = "visitor_type", outcome = "TS"), options = list(alpha = 0.05)) ) ## ----assemble----------------------------------------------------------------- instr <- sf_instrument( title = "Digital marketing study (teaching slice)", version = "1.0.0", description = "A slice of the published Thailand study for teaching the constructors.", authors = "Research team", languages = "en", components = list( likert5, visitor, intro, dmpv_1, dmpv_2, dmpv_3, dmpv_4, ts_1, ts_2, ts_3, visitor_type, attention, dmpv, ts, attention_check, repeat_branch ), analysis_plan = analysis_plan ) ts_model <- sf_model( id = "ts_cfa", label = "Satisfaction measurement model", type = "cfa", constructs = list( sf_construct("DMPV", "Perceived value", c("dmpv_1", "dmpv_2", "dmpv_3", "dmpv_4")), sf_construct("TS", "Tourist satisfaction", c("ts_1", "ts_2", "ts_3")) ) ) instr <- add_model(instr, ts_model) ## ----validate----------------------------------------------------------------- validation <- validate_sframe(instr, strict = FALSE) validation$valid validation$problems ## ----strict------------------------------------------------------------------- instr <- validate_sframe(instr) instr$meta$validated ## ----roundtrip---------------------------------------------------------------- path <- tempfile(fileext = ".sframe") write_sframe(instr, path, overwrite = TRUE) loaded <- read_sframe(path) inherits(loaded, "sframe") loaded$meta$title length(loaded$analysis_plan) length(loaded$models) ## ----gui, eval = FALSE-------------------------------------------------------- # launch_builder() # launch_builder_demo(open = FALSE)