# ----------------------------------------------------------------------------- # R programming statements for h219 data # # This file contains programming statements needed to import the ASCII data # file (.dat) into R. The R programming language has the capability to produce # appropriate standard errors for estimates from a survey with a complex sample # design such as the Medical Expenditure Panel Survey (MEPS). # # The input file is the ASCII data file (h219.dat) supplied in this PUF # release, which can be extracted from the .zip file supplied at the MEPS # website: https://meps.ahrq.gov/mepsweb/data_stats/download_data_files.jsp # # This code imports the MEPS data into R as a data frame called 'h219'. # # Note that additional packages are needed to successfully run this code. To # install these packages, run the 'install.packages' function (shown below). # Once installed, the packages can be called using the 'library' function. # Packages only need to be installed once, but they must be called using the # 'library' function every time a new R session is started. # # Two options are available to run this code: # # 1. Copy and paste the code into an interactive R session. # # The user must first download the ASCII (.dat) file from the MEPS website # and save it to a local directory, which must be defined in the # 'meps_path' variable below. In this example, the local directory is # called 'C:/MEPS'. Note that the path structure will differ on Mac and PC. # # # 2. Call this code directly from an interactive R session. # # (a) If the ASCII (.dat) file has already been downloaded from the MEPS # website and saved to a local directory, the following code can be run # (after re-defining the 'meps_path' variable to point to the location # of the h219.dat file.) # # meps_path <- "C:/MEPS/h219.dat" # source("https://meps.ahrq.gov/mepsweb/data_stats/download_data/pufs/h219/h219ru.txt") # head(h219) # view data # # (b) Alternatively, the ASCII (.dat) file can be downloaded directly from # the MEPS website. The following code can be used to download and # import the h219 data into R without having to manually download, # unzip, and store the file on your local computer. # # url <- "https://meps.ahrq.gov/mepsweb/data_files/pufs/h219dat.zip" # download.file(url, temp <- tempfile()) # # meps_path <- unzip(temp, exdir = tempdir()) # source("https://meps.ahrq.gov/mepsweb/data_stats/download_data/pufs/h219/h219ru.txt") # # unlink(temp) # Unlink to delete temporary file # # head(h219) # view data # # ----------------------------------------------------------------------------- # DEFINE 'meps_path' ----------------------------------------------------------- # 'meps_path' should point to the file path of the ASCII file (h219.dat) # Here, the 'exists' function checks whether meps_path is already defined. This # feature is useful if calling this file from an external source. if(!exists("meps_path")) meps_path = "C:/MEPS/h219.dat" # INSTALL PACKAGES ------------------------------------------------------------ # Uncomment and run this portion if packages are not yet installed # # install.packages("readr") # ************************************** # LOAD PACKAGES --------------------------------------------------------------- # Run this for every new R session library(readr) # DATA FILE INFO ------------------------------------------ # Define start and end positions to read fixed-width file pos_start <- c( 1, 8, 11, 21, 23, 25, 27, 29, 31, 33, 35, 37, 39, 42, 44, 46, 48, 50, 52, 54, 56, 57, 59, 61, 63, 65, 67, 69, 71, 72, 74, 76, 78, 80, 83, 86, 89, 92, 93, 94, 95, 96, 98, 100, 102, 103, 105, 107, 111, 113, 117, 119, 123, 125, 129, 131, 135, 137, 141, 143, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 160, 162, 164, 166, 168, 170, 172, 174, 176, 178, 180, 182, 186, 187, 188, 190, 191, 192, 193, 194, 195, 196, 198, 200, 202, 204, 207, 210, 213, 216, 219, 222, 225, 228, 231, 234, 236, 238, 240, 242, 244, 246, 248, 250, 252, 254, 256, 259, 261, 263, 266, 268, 270, 272, 274, 276, 278, 280, 282, 284, 286, 288, 290, 292, 294, 296, 298, 300, 302, 304, 306, 308, 310, 312, 314, 316, 319, 321, 323, 325, 327, 329, 331, 333, 335, 337, 339, 341, 343, 345, 348, 350, 352, 354, 357, 360, 362, 364, 366, 369, 371, 374, 376, 379, 381, 384, 386, 389, 391, 394, 396, 399, 401, 404, 406, 409, 411, 414, 416, 419, 421, 424, 426, 429, 431, 434, 436, 439, 441, 444, 446, 449, 451, 454, 456, 459, 461, 463, 465, 467, 469, 471, 473, 476, 478, 480, 482, 484, 486, 488, 490, 492, 494, 496, 498, 500, 502, 504, 506, 508, 510, 512, 514, 519, 521, 523, 525, 527, 529, 531, 533, 535, 537, 539, 541, 543, 545, 547, 549, 551, 553, 555, 557, 560, 563, 566, 568, 570, 572, 574, 576, 578, 580, 582, 584, 586, 588, 590, 592, 594, 596, 598, 600, 602, 604, 606, 608, 610, 612, 614, 616, 618, 620, 622, 624, 626, 628, 630, 632, 635, 638, 641, 643, 646, 649, 652, 655, 661, 667, 673, 674, 675, 676, 679, 682, 685, 688, 691, 694, 700, 706, 712, 715, 718, 721, 724, 727, 730, 733, 736, 739, 742, 745, 748, 751, 754, 757, 760, 763, 766, 769, 772, 775, 778, 781, 784, 787, 790, 793, 796, 799, 802, 805, 808, 810, 813, 816, 819, 822, 825, 829, 832, 836, 839, 843, 846, 849, 852, 855, 858, 861, 864, 867, 870, 873, 876, 879, 882, 885, 888, 891, 894, 897, 900, 903, 906, 909, 912, 915, 918, 921, 924, 927, 930, 933, 936, 938, 940, 942, 944, 946, 948, 950, 952, 954, 956, 958, 960, 962, 964, 966, 968, 970, 972, 974, 976, 978, 980, 982, 984, 986, 988, 990, 992, 994, 996, 998, 1000, 1002, 1004, 1006, 1008, 1010, 1012, 1014, 1016, 1018, 1020, 1022, 1024, 1026, 1028, 1030, 1032, 1034, 1036, 1038, 1040, 1042, 1044, 1046, 1048, 1050, 1052, 1054, 1056, 1058, 1060, 1062, 1064, 1066, 1068, 1070, 1072, 1074, 1076, 1078, 1080, 1082, 1084, 1086, 1088, 1090, 1092, 1094, 1096, 1098, 1100, 1102, 1104, 1106, 1108, 1110, 1112, 1114, 1116, 1118, 1120, 1122, 1124, 1126, 1128, 1130, 1132, 1134, 1136, 1138, 1140, 1142, 1144, 1146, 1148, 1150, 1152, 1154, 1156, 1158, 1160, 1162, 1164, 1166, 1168, 1170, 1172, 1174, 1176, 1178, 1180, 1182, 1184, 1186, 1188, 1190, 1192, 1194, 1196, 1198, 1200, 1202, 1204, 1206, 1208, 1210, 1212, 1214, 1216, 1218, 1220, 1222, 1224, 1226, 1228, 1230, 1232, 1234, 1236, 1238, 1240, 1242, 1244, 1246, 1248, 1250, 1252, 1254, 1256, 1258, 1260, 1262, 1264, 1266, 1268, 1270, 1272, 1274, 1276, 1278, 1280, 1282, 1284, 1286, 1288, 1290, 1292, 1294, 1296, 1298, 1300, 1302, 1304, 1306, 1308, 1310, 1312, 1314, 1316, 1318, 1320, 1322, 1324, 1326, 1328, 1330, 1332, 1334, 1336, 1338, 1340, 1342, 1344, 1346, 1348, 1350, 1352, 1354, 1356, 1358, 1360, 1362, 1364, 1366, 1368, 1370, 1372, 1374, 1376, 1378, 1380, 1382, 1384, 1386, 1388, 1390, 1392, 1394, 1396, 1398, 1400, 1402, 1404, 1406, 1408, 1410, 1412, 1414, 1416, 1418, 1420, 1422, 1424, 1426, 1428, 1430, 1432, 1434, 1436, 1438, 1440, 1442, 1444, 1446, 1448, 1450, 1452, 1454, 1456, 1458, 1460, 1462, 1464, 1466, 1468, 1470, 1472, 1474, 1476, 1478, 1480, 1482, 1484, 1486, 1488, 1490, 1492, 1494, 1496, 1498, 1500, 1502, 1504, 1506, 1508, 1510, 1512, 1514, 1516, 1518, 1520, 1522, 1524, 1526, 1528, 1530, 1532, 1534, 1536, 1538, 1540, 1542, 1544, 1546, 1548, 1550, 1552, 1554, 1556, 1558, 1560, 1562, 1564, 1566, 1567, 1568, 1569, 1570, 1571, 1572, 1573, 1574, 1575, 1576, 1577, 1579, 1581, 1583, 1585, 1587, 1589, 1591, 1593, 1595, 1597, 1599, 1601, 1603, 1605, 1607, 1610, 1613, 1616, 1619, 1622, 1625, 1628, 1631, 1634, 1637, 1640, 1643, 1646, 1649, 1652, 1655, 1658, 1661, 1664, 1667, 1670, 1672, 1675, 1682, 1684, 1686, 1688, 1690, 1692, 1694, 1696, 1698, 1700, 1702, 1704, 1706, 1708, 1710, 1712, 1714, 1716, 1718, 1720, 1722, 1724, 1726, 1728, 1730, 1732, 1734, 1736, 1738, 1740, 1742, 1744, 1746, 1748, 1750, 1752, 1754, 1756, 1758, 1760, 1762, 1764, 1766, 1768, 1770, 1772, 1774, 1776, 1778, 1780, 1782, 1784, 1786, 1788, 1790, 1792, 1794, 1796, 1798, 1800, 1802, 1804, 1806, 1808, 1810, 1812, 1814, 1816, 1818, 1820, 1822, 1824, 1826, 1828, 1830, 1832, 1834, 1836, 1838, 1840, 1842, 1844, 1846, 1848, 1850, 1852, 1854, 1856, 1858, 1860, 1862, 1864, 1866, 1868, 1870, 1872, 1874, 1876, 1878, 1880, 1882, 1884, 1886, 1888, 1890, 1892, 1894, 1896, 1898, 1900, 1902, 1904, 1906, 1908, 1910, 1912, 1914, 1916, 1918, 1920, 1922, 1924, 1926, 1928, 1930, 1932, 1934, 1936, 1938, 1940, 1942, 1944, 1946, 1948, 1950, 1952, 1954, 1956, 1958, 1960, 1962, 1964, 1967, 1970, 1973, 1985, 1989) pos_end <- c( 7, 10, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 41, 43, 45, 47, 49, 51, 53, 55, 56, 58, 60, 62, 64, 66, 68, 70, 71, 73, 75, 77, 79, 82, 85, 88, 91, 92, 93, 94, 95, 97, 99, 101, 102, 104, 106, 110, 112, 116, 118, 122, 124, 128, 130, 134, 136, 140, 142, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 159, 161, 163, 165, 167, 169, 171, 173, 175, 177, 179, 181, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 197, 199, 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1459, 1461, 1463, 1465, 1467, 1469, 1471, 1473, 1475, 1477, 1479, 1481, 1483, 1485, 1487, 1489, 1491, 1493, 1495, 1497, 1499, 1501, 1503, 1505, 1507, 1509, 1511, 1513, 1515, 1517, 1519, 1521, 1523, 1525, 1527, 1529, 1531, 1533, 1535, 1537, 1539, 1541, 1543, 1545, 1547, 1549, 1551, 1553, 1555, 1557, 1559, 1561, 1563, 1565, 1566, 1567, 1568, 1569, 1570, 1571, 1572, 1573, 1574, 1575, 1576, 1578, 1580, 1582, 1584, 1586, 1588, 1590, 1592, 1594, 1596, 1598, 1600, 1602, 1604, 1606, 1609, 1612, 1615, 1618, 1621, 1624, 1627, 1630, 1633, 1636, 1639, 1642, 1645, 1648, 1651, 1654, 1657, 1660, 1663, 1666, 1669, 1671, 1674, 1681, 1683, 1685, 1687, 1689, 1691, 1693, 1695, 1697, 1699, 1701, 1703, 1705, 1707, 1709, 1711, 1713, 1715, 1717, 1719, 1721, 1723, 1725, 1727, 1729, 1731, 1733, 1735, 1737, 1739, 1741, 1743, 1745, 1747, 1749, 1751, 1753, 1755, 1757, 1759, 1761, 1763, 1765, 1767, 1769, 1771, 1773, 1775, 1777, 1779, 1781, 1783, 1785, 1787, 1789, 1791, 1793, 1795, 1797, 1799, 1801, 1803, 1805, 1807, 1809, 1811, 1813, 1815, 1817, 1819, 1821, 1823, 1825, 1827, 1829, 1831, 1833, 1835, 1837, 1839, 1841, 1843, 1845, 1847, 1849, 1851, 1853, 1855, 1857, 1859, 1861, 1863, 1865, 1867, 1869, 1871, 1873, 1875, 1877, 1879, 1881, 1883, 1885, 1887, 1889, 1891, 1893, 1895, 1897, 1899, 1901, 1903, 1905, 1907, 1909, 1911, 1913, 1915, 1917, 1919, 1921, 1923, 1925, 1927, 1929, 1931, 1933, 1935, 1937, 1939, 1941, 1943, 1945, 1947, 1949, 1951, 1953, 1955, 1957, 1959, 1961, 1963, 1966, 1969, 1972, 1984, 1988, 1989) var_names <- c( "DUID", "PID", "DUPERSID", "PANEL", "FAMID31", "FAMID42", "FAMID53", "FAMID20", "FAMIDYR", "RULETR31", "RULETR42", "RULETR53", "RULETR20", "RUSIZE31", "RUSIZE42", "RUSIZE53", "RUSIZE20", "RUCLAS31", "RUCLAS42", "RUCLAS53", "RUCLAS20", "FAMSZE31", "FAMSZE42", "FAMSZE53", "FAMSZE20", "FMRS1231", "FAMS1231", "FAMSZEYR", "FAMRFPYR", "REGION31", "REGION42", "REGION53", "REGION20", "REFPRS31", "REFPRS42", "REFPRS53", "REFPRS20", "RESP31", "RESP42", "RESP53", "RESP20", "PROXY31", "PROXY42", "PROXY53", "PROXY20", "INTVLANG", "BEGRFM31", "BEGRFY31", "ENDRFM31", "ENDRFY31", "BEGRFM42", "BEGRFY42", "ENDRFM42", "ENDRFY42", "BEGRFM53", "BEGRFY53", "ENDRFM53", "ENDRFY53", "ENDRFM20", "ENDRFY20", "KEYNESS", "INSCOP31", "INSCOP42", "INSCOP53", "INSCOP20", "INSC1231", "INSCOPE", "ELGRND31", "ELGRND42", "ELGRND53", "ELGRND20", "PSTATS31", "PSTATS42", "PSTATS53", "RURSLT31", "RURSLT42", "RURSLT53", "AGE31X", "AGE42X", "AGE53X", "AGE20X", "AGELAST", "DOBMM", "DOBYY", "SEX", "RACEV1X", "RACEV2X", "RACEAX", "RACEBX", "RACEWX", "RACETHX", "HISPANX", "HISPNCAT", "MARRY31X", "MARRY42X", "MARRY53X", "MARRY20X", "SPOUID31", "SPOUID42", "SPOUID53", "SPOUID20", "SPOUIN31", "SPOUIN42", "SPOUIN53", "SPOUIN20", "EDUCYR", "HIDEG", "FTSTU31X", "FTSTU42X", "FTSTU53X", "FTSTU20X", "ACTDTY31", "ACTDTY42", "ACTDTY53", "REFRL31X", "REFRL42X", "REFRL53X", "REFRL20X", "OTHLGSPK", "WHTLGSPK", "HWELLSPK", "BORNUSA", "YRSINUS", "RTHLTH31", "RTHLTH42", "RTHLTH53", "MNHLTH31", "MNHLTH42", "MNHLTH53", "HIBPDX", "HIBPAGED", "BPMLDX", "CHDDX", "CHDAGED", "ANGIDX", "ANGIAGED", "MIDX", "MIAGED", "OHRTDX", "OHRTAGED", "OHRTTYPE", "STRKDX", "STRKAGED", "EMPHDX", "EMPHAGED", "CHOLDX", "CHOLAGED", "CANCERDX", "CABLADDR", "CABLOOD", "CABREAST", "CACERVIX", "CACOLON", "CALUNG", "CALYMPH", "CAMELANO", "CAOTHER", "CAPROSTA", "CASKINNM", "CASKINDK", "CAUTERUS", "DIABDX_M18", "DIABAGED", "ARTHDX", "ARTHTYPE", "ARTHAGED", "ASTHDX", "ASTHAGED", "ADHDADDX", "ADHDAGED", "IADLHP31", "IADLHP53", "ADLHLP31", "ADLHLP53", "AIDHLP31", "AIDHLP53", "WLKLIM31", "WLKLIM53", "LFTDIF31", "LFTDIF53", "STPDIF31", "STPDIF53", "WLKDIF31", "WLKDIF53", "MILDIF31", "MILDIF53", "STNDIF31", "STNDIF53", "BENDIF31", "BENDIF53", "RCHDIF31", "RCHDIF53", "FNGRDF31", "FNGRDF53", "ACTLIM31", "ACTLIM53", "WRKLIM31", "WRKLIM53", "HSELIM31", "HSELIM53", "SCHLIM31", "SCHLIM53", "UNABLE31", "UNABLE53", "SOCLIM31", "SOCLIM53", "COGLIM31", "COGLIM53", "DFHEAR42", "DFSEE42", "DFCOG42", "DFWLKC42", "DFDRSB42", "DFERND42", "ANYLMI20", "CHPMED42", "CHPMHB42", "CHPMCN42", "CHSERV42", "CHSRHB42", "CHSRCN42", "CHLIMI42", "CHLIHB42", "CHLICO42", "CHTHER42", "CHTHHB42", "CHTHCO42", "CHCOUN42", "CHEMPB42", "CSHCN42", "MESHGT42", "WHNHGT42", "MESWGT42", "WHNWGT42", "CHBMIX42", "MESVIS42", "EATHLT42", "WHNEAT42", "PHYSCL42", "WHNPHY42", "SAFEST42", "WHNSAF42", "BOOST42", "WHNBST42", "LAPBLT42", "WHNLAP42", "HELMET42", "WHNHEL42", "NOSMOK42", "WHNSMK42", "TIMALN42", "LSTETH53", "PHYEXE53", "OFTSMK53", "DDNWRK20", "OTHDYS20", "OTHNDD20", "ACCELI42", "HAVEUS42", "PRACTP42", "YNOUSC42_M18", "PROVTY42_M18", "PLCTYP42", "TMTKUS42", "TYPEPE42", "LOCATN42", "HSPLAP42", "WHITPR42", "BLCKPR42", "ASIANP42", "NATAMP42", "PACISP42", "OTHRCP42", "GENDRP42", "PHNREG42", "OFFHOU42", "AFTHOU42", "TREATM42", "DECIDE42", "EXPLOP42", "PRVSPK42", "DLAYCA42", "AFRDCA42", "DLAYDN42", "AFRDDN42", "DLAYPM42", "AFRDPM42", "CVDLAYCA53", "CVDLAYDN53", "CVDLAYPM53", "EMPST31", "EMPST42", "EMPST53", "RNDFLG31", "MORJOB31", "MORJOB42", "MORJOB53", "EVRWRK", "HRWG31X", "HRWG42X", "HRWG53X", "HRWGIM31", "HRWGIM42", "HRWGIM53", "HRHOW31", "HRHOW42", "HRHOW53", "DIFFWG31", "DIFFWG42", "DIFFWG53", "NHRWG31", "NHRWG42", "NHRWG53", "HOUR31", "HOUR42", "HOUR53", "TEMPJB31", "TEMPJB42", "TEMPJB53", "SSNLJB31", "SSNLJB42", "SSNLJB53", "SELFCM31", "SELFCM42", "SELFCM53", "DISVW31X", "DISVW42X", "DISVW53X", "CHOIC31", "CHOIC42", "CHOIC53", "INDCAT31", "INDCAT42", "INDCAT53", "NUMEMP31", "NUMEMP42", "NUMEMP53", "MORE31", "MORE42", "MORE53", "UNION31", "UNION42", "UNION53", "NWK31", "NWK42", "NWK53", "CHGJ3142", "CHGJ4253", "YCHJ3142", "YCHJ4253", "STJBMM31", "STJBYY31", "STJBMM42", "STJBYY42", "STJBMM53", "STJBYY53", "EVRETIRE", "OCCCAT31", "OCCCAT42", "OCCCAT53", "PAYVAC31", "PAYVAC42", "PAYVAC53", "SICPAY31", "SICPAY42", "SICPAY53", "PAYDR31", "PAYDR42", "PAYDR53", "RETPLN31", "RETPLN42", "RETPLN53", "BSNTY31", "BSNTY42", "BSNTY53", "JOBORG31", "JOBORG42", "JOBORG53", "HELD31X", "HELD42X", "HELD53X", "OFFER31X", "OFFER42X", "OFFER53X", "OFREMP31", "OFREMP42", "OFREMP53", "OUTFLAG31", "OUTFLAG42", "OUTFLAG53", "TRIJA20X", "TRIFE20X", "TRIMA20X", "TRIAP20X", "TRIMY20X", "TRIJU20X", "TRIJL20X", "TRIAU20X", "TRISE20X", "TRIOC20X", "TRINO20X", "TRIDE20X", "MCRJA20", "MCRFE20", "MCRMA20", "MCRAP20", "MCRMY20", "MCRJU20", "MCRJL20", "MCRAU20", "MCRSE20", "MCROC20", "MCRNO20", "MCRDE20", "MCRJA20X", "MCRFE20X", "MCRMA20X", "MCRAP20X", "MCRMY20X", "MCRJU20X", "MCRJL20X", "MCRAU20X", "MCRSE20X", "MCROC20X", "MCRNO20X", "MCRDE20X", "MCDJA20", "MCDFE20", "MCDMA20", "MCDAP20", "MCDMY20", "MCDJU20", "MCDJL20", "MCDAU20", "MCDSE20", "MCDOC20", "MCDNO20", "MCDDE20", "MCDJA20X", "MCDFE20X", "MCDMA20X", "MCDAP20X", "MCDMY20X", "MCDJU20X", "MCDJL20X", "MCDAU20X", "MCDSE20X", "MCDOC20X", "MCDNO20X", "MCDDE20X", "GVAJA20", "GVAFE20", "GVAMA20", "GVAAP20", "GVAMY20", "GVAJU20", "GVAJL20", "GVAAU20", "GVASE20", "GVAOC20", "GVANO20", "GVADE20", "GVBJA20", "GVBFE20", "GVBMA20", "GVBAP20", "GVBMY20", "GVBJU20", "GVBJL20", "GVBAU20", "GVBSE20", "GVBOC20", "GVBNO20", "GVBDE20", "GVCJA20", "GVCFE20", "GVCMA20", "GVCAP20", "GVCMY20", "GVCJU20", "GVCJL20", "GVCAU20", "GVCSE20", "GVCOC20", "GVCNO20", "GVCDE20", "VAPJA20", "VAPFE20", "VAPMA20", "VAPAP20", "VAPMY20", "VAPJU20", "VAPJL20", "VAPAU20", "VAPSE20", "VAPOC20", "VAPNO20", "VAPDE20", "IHSJA20", "IHSFE20", "IHSMA20", "IHSAP20", "IHSMY20", "IHSJU20", "IHSJL20", "IHSAU20", "IHSSE20", "IHSOC20", "IHSNO20", "IHSDE20", "PUBJA20X", "PUBFE20X", "PUBMA20X", "PUBAP20X", "PUBMY20X", "PUBJU20X", "PUBJL20X", "PUBAU20X", "PUBSE20X", "PUBOC20X", "PUBNO20X", "PUBDE20X", "PEGJA20", "PEGFE20", "PEGMA20", "PEGAP20", "PEGMY20", "PEGJU20", "PEGJL20", "PEGAU20", "PEGSE20", "PEGOC20", "PEGNO20", "PEGDE20", "PDKJA20", "PDKFE20", "PDKMA20", "PDKAP20", "PDKMY20", "PDKJU20", "PDKJL20", "PDKAU20", "PDKSE20", "PDKOC20", "PDKNO20", "PDKDE20", "PNGJA20", "PNGFE20", "PNGMA20", "PNGAP20", "PNGMY20", "PNGJU20", "PNGJL20", "PNGAU20", "PNGSE20", "PNGOC20", "PNGNO20", "PNGDE20", "POGJA20", "POGFE20", "POGMA20", "POGAP20", "POGMY20", "POGJU20", "POGJL20", "POGAU20", "POGSE20", "POGOC20", "POGNO20", "POGDE20", "POEJA20", "POEFE20", "POEMA20", "POEAP20", "POEMY20", "POEJU20", "POEJL20", "POEAU20", "POESE20", "POEOC20", "POENO20", "POEDE20", "PNEJA20", "PNEFE20", "PNEMA20", "PNEAP20", "PNEMY20", "PNEJU20", "PNEJL20", "PNEAU20", "PNESE20", "PNEOC20", "PNENO20", "PNEDE20", "PRXJA20", "PRXFE20", "PRXMA20", "PRXAP20", "PRXMY20", "PRXJU20", "PRXJL20", "PRXAU20", "PRXSE20", "PRXOC20", "PRXNO20", "PRXDE20", "PRIJA20", "PRIFE20", "PRIMA20", "PRIAP20", "PRIMY20", "PRIJU20", "PRIJL20", "PRIAU20", "PRISE20", "PRIOC20", "PRINO20", "PRIDE20", "HPEJA20", "HPEFE20", "HPEMA20", "HPEAP20", "HPEMY20", "HPEJU20", "HPEJL20", "HPEAU20", "HPESE20", "HPEOC20", "HPENO20", "HPEDE20", "HPDJA20", "HPDFE20", "HPDMA20", "HPDAP20", "HPDMY20", "HPDJU20", "HPDJL20", "HPDAU20", "HPDSE20", "HPDOC20", "HPDNO20", "HPDDE20", "HPNJA20", "HPNFE20", "HPNMA20", "HPNAP20", "HPNMY20", "HPNJU20", "HPNJL20", "HPNAU20", "HPNSE20", "HPNOC20", "HPNNO20", "HPNDE20", "HPOJA20", "HPOFE20", "HPOMA20", "HPOAP20", "HPOMY20", "HPOJU20", "HPOJL20", "HPOAU20", "HPOSE20", "HPOOC20", "HPONO20", "HPODE20", "HPXJA20", "HPXFE20", "HPXMA20", "HPXAP20", "HPXMY20", "HPXJU20", "HPXJL20", "HPXAU20", "HPXSE20", "HPXOC20", "HPXNO20", "HPXDE20", "HPRJA20", "HPRFE20", "HPRMA20", "HPRAP20", "HPRMY20", "HPRJU20", "HPRJL20", "HPRAU20", "HPRSE20", "HPROC20", "HPRNO20", "HPRDE20", "INSJA20X", "INSFE20X", "INSMA20X", "INSAP20X", "INSMY20X", "INSJU20X", "INSJL20X", "INSAU20X", "INSSE20X", "INSOC20X", "INSNO20X", "INSDE20X", "PRVEV20", "TRIEV20", "MCREV20", "MCDEV20", "VAEV20", "GVAEV20", "GVBEV20", "GVCEV20", "UNINS20", "INSCOV20", "INSURC20", "TRIST31X", "TRIST42X", "TRIST20X", "TRIPR31X", "TRIPR42X", "TRIPR20X", "TRIEX31X", "TRIEX42X", "TRIEX20X", "TRILI31X", "TRILI42X", "TRILI20X", "TRICH31X", "TRICH42X", "TRICH20X", "MCRPD31", "MCRPD42", "MCRPD20", "MCRPD31X", "MCRPD42X", "MCRPD20X", "MCRPB31", "MCRPB42", "MCRPB20", "MCRPHO31", "MCRPHO42", "MCRPHO20", "MCDHMO31", "MCDHMO42", "MCDHMO20", "MCDMC31", "MCDMC42", "MCDMC20", "PRVHMO31", "PRVHMO42", "PRVHMO20", "FSAGT31", "HASFSA31", "PFSAMT31", "PREVCOVR", "MORECOVR", "TRICR31X", "TRICR42X", "TRICR53X", "TRICR20X", "TRIAT31X", "TRIAT42X", "TRIAT53X", "TRIAT20X", "MCAID31", "MCAID42", "MCAID53", "MCAID20", "MCAID31X", "MCAID42X", "MCAID53X", "MCAID20X", "MCARE31", "MCARE42", "MCARE53", "MCARE20", "MCARE31X", "MCARE42X", "MCARE53X", "MCARE20X", "MCDAT31X", "MCDAT42X", "MCDAT53X", "MCDAT20X", "GOVTA31", "GOVTA42", "GOVTA53", "GOVTA20", "GOVAAT31", "GOVAAT42", "GOVAAT53", "GOVAAT20", "GOVTB31", "GOVTB42", "GOVTB53", "GOVTB20", "GOVBAT31", "GOVBAT42", "GOVBAT53", "GOVBAT20", "GOVTC31", "GOVTC42", "GOVTC53", "GOVTC20", "GOVCAT31", "GOVCAT42", "GOVCAT53", "GOVCAT20", "VAPROG31", "VAPROG42", "VAPROG53", "VAPROG20", "VAPRAT31", "VAPRAT42", "VAPRAT53", "VAPRAT20", "IHS31", "IHS42", "IHS53", "IHS20", "IHSAT31", "IHSAT42", "IHSAT53", "IHSAT20", "PRIDK31", "PRIDK42", "PRIDK53", "PRIDK20", "PRIEU31", "PRIEU42", "PRIEU53", "PRIEU20", "PRING31", "PRING42", "PRING53", "PRING20", "PRIOG31", "PRIOG42", "PRIOG53", "PRIOG20", "PRINEO31", "PRINEO42", "PRINEO53", "PRINEO20", "PRIEUO31", "PRIEUO42", "PRIEUO53", "PRIEUO20", "PRSTX31", "PRSTX42", "PRSTX53", "PRSTX20", "PRIV31", "PRIV42", "PRIV53", "PRIV20", "PRIVAT31", "PRIVAT42", "PRIVAT53", "PRIVAT20", "PUB31X", "PUB42X", "PUB53X", "PUB20X", "PUBAT31X", "PUBAT42X", "PUBAT53X", "PUBAT20X", "VERFLG31", "VERFLG42", "VERFLG20", "INS31X", "INS42X", "INS53X", "INS20X", "INSAT31X", "INSAT42X", "INSAT53X", "INSAT20X", "DENTIN31", "DENTIN42", "DENTIN53", "DNTINS31", "DNTINS20", "PMEDIN31", "PMEDIN42", "PMEDIN53", "PMDINS31", "PMDINS20", "PROBPY42", "CRFMPY42", "PYUNBL42", "PMEDUP31", "PMEDUP42", "PMEDUP53", "PMEDPY31", "PMEDPY42", "PMEDPY53", "PERWT20P", "VARSTR", "VARPSU") var_types <- c( "n", "n", "c", "n", "c", "c", "c", "c", "c", "c", "c", "c", "c", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "c", "c", "c", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n") var_types <- setNames(var_types, var_names) # IMPORT ASCII file ----------------------- h219 <- read_fwf( meps_path, col_positions = fwf_positions( start = pos_start, end = pos_end, col_names = var_names), col_types = var_types) # OPTIONAL: save as .Rdata file for easier loading ---------------------------- # Run this to save a permanent .Rdata file in the local working directory # # save(h219, file ="h219.Rdata") # ----------------------------------------------------------------------------- # NOTES: # # 1. This program has been tested on R version 3.6.0 # # 2. This program will create a temporary data frame in R called 'h219'. # You must run the 'save' command to permanently save the data to a local # folder # -----------------------------------------------------------------------------