proc_fsl1: SMART Survey Food Security Data - Processed
In SaeedR1987/healthyr: REACH Nutrition & Health R Tools

proc_fsl1

R Documentation

SMART Survey Food Security Data - Processed

Description

A dataset containing household food security and livelihood coping strategy data from a SMART Survey. Data has been processed by the healthyr functions.

Usage

data(proc_fsl1)

Format

A data frame with 507 rows and 47 variables:

today: Date of data collection
enum: The survey team or enumerator ID.
cluster: The cluster id.
fcs_cereal: Number of days cereals, grains, roots and tubers consumed in the past 7 days.
hdds_cereals: Yes(1)/No(0) if the household consumed cereals or grains in the previous day.
hdds_tubers: Yes(1)/No(0) if the household consumed roots or tubers in the previous day.
fcs_legumes: Number of days pulses, legumes, nuts consumed in the past 7 days.
hdds_legumes: Yes(1)/No(0) if the household consumed pulses, legumes or nuts in the previous day.
fcs_dairy: Number of days milk or dairy products consumed in the past 7 days.
hdds_dairy: Yes(1)/No(0) if the household consumed milk or dairy products in the previous day.
fcs_meat: Number of days meats, fish or eggs consumed in the past 7 days.
F041B: Contributes to input for hdds_meats, Yes(1)/No(0) but reports only if consumed flesh meats in the previous day.
F042B: Contributes to input for hdds_meats, Yes(1)/No(0) but reports only if consumed organ meats in the previous day.
hdds_fish: Yes(1)/No(0) if the household consumed fish in the previous day.
hdds_eggs: Yes(1)/No(0) if the household consumed eggs in the previous day.
fcs_veg: Number of days vegetables and leaves consumed in the past 7 days.
hdds_veg: Yes(1)/No(0) if the household consumed vegetables or leaves the previous day.
fcs_fruit: Number of days fruits consumed in the past 7 days.
hdds_fruit: Yes(1)/No(0) if the household consumed fruits the previous day.
fcs_oil: Number of days oil, fat or butter consumed in the past 7 days.
hdds_oils: Yes(1)/No(0) if the household consumed oil, fat or butter in the previous day.
fcs_sugar: Number of days sugar or sweets consumed in the past 7 days.
hdds_sugars: Yes(1)/No(0) if the household consumed sugar or sweets in the previous day.
hdds_condiments: Yes(1)/No(0) if the household consumed condiments such as salt, spices, tea, coffee etc. in the previous day.
hhs_nofoodhh_1: Yes(1)/No(0) if the household experienced having no food at all in the household in the past 30 days.
hhs_nofoodhh_1a: Rarely 1-2 times(1), Sometimes 3-10 times(2), or Often 10+ times (3) that the household experienced having no food at all in the household in the past 30 days.
hhs_sleephungry_2: Yes(1)/No(0) if anyone in the household experienced going to bed hungry because of not having enough food in the past 30 days.
hhs_sleephungry_2a: Rarely 1-2 times(1), Sometimes 3-10 times(2), or Often 10+ times (3) that anyone one in the household experienced going to bed hungry because of not having enough food in the past 30 days.
hhs_alldaynight_3: Yes(1)/No(0) if anyone in the household experienced not eating anything all the previous day and night in the past 30 days.
hhs_alldaynight_3a: Rarely 1-2 times(1), Sometimes 3-10 times(2), or Often 10+ times (3) that anyone one in the household experienced not eating anything all day and night in the past 30 days
rcsi_lesspreferred_1: Number of days household reported consuming less preferred foods in the past 7 days.
rcsi_borrowfood_2: Number of days household reported borrowing foods in the past 7 days.
rcsi_limitportion_3: Number of days household reported limiting portion size in the past 7 days.
rcsi_restrict_4: Number of days household reported restricting meals for adults so children could eat in the past 7 days.
rcsi_reducemeals5: Number of days household reported reducing the number of meals consumed in the past 7 days.
lcs1: A STRESS Level Livelihood Coping. Yes(1), No, didn't do (2), No, didn't do because strategy exhausted (3), or Not applicable (4) if the household used Livelihood Coping Strategy #1.
lcs2: A STRESS Level Livelihood Coping. Yes(1), No, didn't do (2), No, didn't do because strategy exhausted (3), or Not applicable (4) if the household used Livelihood Coping Strategy #2.
lcs3: A STRESS Level Livelihood Coping. Yes(1), No, didn't do (2), No, didn't do because strategy exhausted (3), or Not applicable (4) if the household used Livelihood Coping Strategy #3.
lcs4: A CRISIS Level Livelihood Coping. Yes(1), No, didn't do (2), No, didn't do because strategy exhausted (3), or Not applicable (4) if the household used Livelihood Coping Strategy #4.
lcs5: A STRESS Level Livelihood Coping. Yes(1), No, didn't do (2), No, didn't do because strategy exhausted (3), or Not applicable (4) if the household used Livelihood Coping Strategy #5.
lcs6: A CRISIS Level Livelihood Coping. Yes(1), No, didn't do (2), No, didn't do because strategy exhausted (3), or Not applicable (4) if the household used Livelihood Coping Strategy #6.
lcs7: A CRISIS Level Livelihood Coping. Yes(1), No, didn't do (2), No, didn't do because strategy exhausted (3), or Not applicable (4) if the household used Livelihood Coping Strategy #7.
lcs8: An EMERGENCY Level Livelihood Coping. Yes(1), No, didn't do (2), No, didn't do because strategy exhausted (3), or Not applicable (4) if the household used Livelihood Coping Strategy #8.
lcs9: An EMERGENCY Level Livelihood Coping. Yes(1), No, didn't do (2), No, didn't do because strategy exhausted (3), or Not applicable (4) if the household used Livelihood Coping Strategy #9.
lcs10: An EMERGENCY Level Livelihood Coping. Yes(1), No, didn't do (2), No, didn't do because strategy exhausted (3), or Not applicable (4) if the household used Livelihood Coping Strategy #10.
KEY: Unique household identifier.
hdds_meat: Input for hdds_meats. Yes(1)/No(0) combines F041B and F042B if either consumed in the previous day.
lcs_stress: Yes(1)/No(0) if the household used or exhausted at least one STRESS level livelihood coping strategy.
lcs_crisis: Yes(1)/No(0) if the household used or exhausted at least one CRISIS level livelihood coping strategy.
lcs_emergency: Yes(1)/No(0) if the household used or exhausted at least one EMERGENCY level livelihood coping strategy.
lcs_other: Yes(1)/No(0) if the household used or exhausted any other livelihood coping strategy that is not categorized as Stress, Crisis or Emergency severity.
fcs_weight_cereal1: Weighted value for Food Consumption Score. fcs_cereals x 2
fcs_weight_legume2: Weighted value for Food Consumption Score. fcs_legumes x 3
fcs_weight_dairy3: Weighted value for Food Consumption Score. fcs_dairy x 4
fcs_weight_meat4: Weighted value for Food Consumption Score. fcs_meat x 4
fcs_weight_veg5: Weighted value for Food Consumption Score. fcs_veg x 1
fcs_weight_fruit6: Weighted value for Food Consumption Score. fcs_fruit x 1
fcs_weight_oil7: Weighted value for Food Consumption Score. fcs_oil x 0.5
fcs_weight_sugar8: Weighted value for Food Consumption Score. fcs_sugar x 0.5
fcs_score: Food Consumption Score value. Sum of fcs_weight variables.
fcs_cat: Food Consumption Score categorization. May be reported with normal or alternative thresholds. Normal thresholds are Poor (<21), Borderline (>=21 & <35), and Acceptable (>=35). Alternative thresholds may be used if high oil and sugar consumption is observed, and are Poor (<28), Borderline (>=28 & <42), and Acceptable (>=42).
hdds1: Yes(1)/No(0) if the household consumed cereals or grains in the previous day.
hdds2: Yes(1)/No(0) if the household consumed roots or tubers in the previous day.
hdds3: Yes(1)/No(0) if the household consumed vegetables or leaves the previous day.
hdds4: Yes(1)/No(0) if the household consumed fruits the previous day.
hdds5: Yes(1)/No(0) if the household consumed meats the previous day.
hdds6: Yes(1)/No(0) if the household consumed eggs in the previous day.
hdds7: Yes(1)/No(0) if the household consumed fish in the previous day.
hdds8: Yes(1)/No(0) if the household consumed pulses, legumes or nuts in the previous day.
hdds9: Yes(1)/No(0) if the household consumed milk or dairy products in the previous day.
hdds10: Yes(1)/No(0) if the household consumed oil, fat or butter in the previous day.
hdds11: Yes(1)/No(0) if the household consumed sugar or sweets in the previous day.
hdds12: Yes(1)/No(0) if the household consumed condiments such as salt, spices, tea, coffee etc. in the previous day.
hdds_score: Household Dietary Diversity Score (HDDS), Count of all HDDS food groups reported consumed the previous day (0-12).
hdds_cat: Household Dietary Diversity Score (HDDS) categorizatoin as Low (<3), Medium (>=3 & <4), or High (>=4)
hhs_comp1: Weighted Household Hunger Scale (HHS) composite score (0-2) for HHS experience of no food in the house at all.
hhs_comp2: Weighted Household Hunger Scale (HHS) composite score (0-2) for HHS experience of going to sleep hungry.
hhs_comp3: Weighted Household Hunger Scale (HHS) composite score (0-2) for HHS experience of eathing nothing a whole day and night.
hhs_score: Household Hunger Scale (HHS) score (0-6).
hhs_cat: Household Hunger Scale (HHS) categorization as None (0), Little (1), Moderate (2-3), Severe (4), or Very Severe (5-6).
rcsi_weight1: Weighted reduced Coping Strategy Index (rCSI) score for less preferred foods. rcsi_lesspreferred_1 x 1
rcsi_weight2: Weighted reduced Coping Strategy Index (rCSI) score for borrowing foods. rcsi_borrowfood_2 x 2
rcsi_weight3: Weighted reduced Coping Strategy Index (rCSI) score for limiting portion size. rcsi_limitportion_3 x 1
rcsi_weight4: Weighted reduced Coping Strategy Index (rCSI) score for restrict consumption of adults. rcsi_restrict_4 x 3
rcsi_weight5: Weighted reduced Coping Strategy Index (rCSI) score for borrowing foods. rcsi_reducemeals5 x 1
rcsi_score: reduced Coping Strategy Index (rCSI) score ()
rcsi_cat: reduced Coping Strategy Index (rCSI) categorization, as None to Low (<=3), Medium (>3 & <=18), or Severe (>18).
lcs_cat: Livelihood Coping Strategies categorization as None, Stress, Crisis, or Emergency.
fc_cell: FEWSNET Matrix cell value, calculated from fcs_cat, hhs_cat, and rcsi_cat. Values range from 1-45
fc_phase: FEWSNET Matrix food consumption severity phase classification, based on fc_cell value. Can range from phase 1 to 5.
fclc_phase: FEWSNET Matrix food consumption + livelihood coping severity phase classification, based on fc_cell and lcs_cat values. Can range from phase 1 to 5.
flag_above7_fcs: Data quality flag if any FCS questions that report greater than 7 days food consumption in the past 7 days.
flag_meat_cereal_ratio: Data quality flag if more days of meat consumption are reported than days of cereal consumption in the past 7 days.
flag_zero_fcs: Data quality flag if FCS score of 0.
flag_all_fcs: Data quality flag if all FCS values are 0 or 7.
flag_low_fcs: Data quality flag if FCS score < 5 is reported.
flag_high_fcs: Data quality flag if FCS score > 60 is reported.
flag_fcs_extreme: Data quality flag if an extreme FCS score of <3 or >60 is reported.
flag_hhs_nofoodhh_noeat: Data quality flag if the most severe HHS experience is reported, but not the least severe HHS experience.
flag_severe_hhs: Data quality flag if Very Severe HHS score is reported. This is not necessarily an error, but if a large proportion of households are reported as Very Severe, it may indicate a mistake by the enumerators.
flag_low_hdds: Data quality flag if low HDDS score <2 is reported.
flag_high_hdds: Data quality flag if high HDDS score >9 is reported.
flag_low_sugar_oil_hdds: Data quality flag if low HDDS is reported (<=2) but sugars and condiments are reported.
flag_high_rcsi: Data quality flag if rCSI score is >= 50
flag_lcs_severity: Data quality flag if a household reported to use or have exhausted emergency coping strategies, but not any stress or crisis coping strategies.
flag_fc_cell: Data quality flag if FEWSNET Matrix cells 3,4,5,8,9 or 10 are reported. These cells reflect implausible combinations reflective of low rCSI scores, high FCS scores, and high HHS scores.