{"id":28722,"date":"2023-07-24T16:24:58","date_gmt":"2023-07-24T19:24:58","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/extraneous-variables-copy\/"},"modified":"2024-12-05T15:31:23","modified_gmt":"2024-12-05T18:31:23","slug":"qualitative-vs-quantitative-research","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/lv\/kvalitativie-kvantitativie-petijumi\/","title":{"rendered":"K\u0101da ir at\u0161\u0137ir\u012bba: Kvalitat\u012bvie un kvantitat\u012bvie p\u0113t\u012bjumi?"},"content":{"rendered":"<p>Past\u0101v vair\u0101kas p\u0113t\u012bjumu veik\u0161anas metodolo\u0123ijas, no kur\u0101m divas ir kvalitat\u012bvie un kvantitat\u012bvie p\u0113t\u012bjumi. Kvalitat\u012bvaj\u0101 p\u0113t\u012bjum\u0101 galven\u0101 uzman\u012bba tiek piev\u0113rsta indiv\u012bda pieredzes un viedok\u013ca izpratnei, izmantojot nov\u0113ro\u0161anu un intervijas, savuk\u0101rt kvantitat\u012bvaj\u0101 p\u0113t\u012bjum\u0101 tiek analiz\u0113ti un izdar\u012bti secin\u0101jumi, pamatojoties uz skaitliskajiem datiem. Ab\u0101m strat\u0113\u0123ij\u0101m ir gan priek\u0161roc\u012bbas, gan tr\u016bkumi, un atbilsto\u0161as metodolo\u0123ijas izv\u0113le var b\u016btiski ietekm\u0113t p\u0113t\u012bjuma rezult\u0101tu.&nbsp;<\/p>\n\n\n\n<p>\u0160aj\u0101 rakst\u0101 m\u0113s apl\u016bkosim kvalitat\u012bvo un kvantitat\u012bvo p\u0113t\u012bjumu at\u0161\u0137ir\u012bbas, to priek\u0161roc\u012bbas un tr\u016bkumus, k\u0101 ar\u012b to, k\u0101 analiz\u0113t, pamatojoties uz katru metodi. \u0160\u012b raksta beig\u0101s j\u016bs lab\u0101k p\u0101rzin\u0101siet \u0161\u012bs divas p\u0113tniec\u012bbas metodes un b\u016bsiet lab\u0101k sagatavoju\u0161ies izv\u0113l\u0113ties vislab\u0101ko no t\u0101m savam p\u0113t\u012bjumam.<\/p>\n\n\n\n<h2 id=\"h-what-is-qualitative-research\">Kas ir kvalitat\u012bv\u0101 izp\u0113te?<\/h2>\n\n\n\n<p>Kvalitat\u012bvais p\u0113t\u012bjums ir p\u0113tniec\u012bbas metode, kas koncentr\u0113jas uz indiv\u012bdu pieredzes, perspekt\u012bvu un uzved\u012bbas izpratni vi\u0146u dabiskaj\u0101 vid\u0113. \u0160o metodi bie\u017ei izmanto, lai p\u0113t\u012btu sare\u017e\u0123\u012btas par\u0101d\u012bbas, kuras ir gr\u016bti kvantific\u0113t, piem\u0113ram, uzskatus, attieksmi un j\u016btas. Kvalitat\u012bvaj\u0101 p\u0113tniec\u012bb\u0101 datus bie\u017ei v\u0101c, izmantojot t\u0101das metodes k\u0101 nov\u0113ro\u0161ana, intervijas un fokusa grupas. Apkopot\u0101 inform\u0101cija bie\u017ei nav skaitliska, un t\u0101 var ietvert teksta, audio un vizu\u0101lus ierakstus.<\/p>\n\n\n\n<p>Viena no kvalitat\u012bv\u0101 p\u0113t\u012bjuma rakstur\u012bgaj\u0101m iez\u012bm\u0113m ir uzsvars uz kontekstu un subjekt\u012bvu datu interpret\u0101ciju. T\u0101 viet\u0101, lai m\u0113\u0123in\u0101tu ieg\u016btos rezult\u0101tus visp\u0101rin\u0101t uz pla\u0161\u0101ku popul\u0101ciju, kvalitat\u012bvie p\u0113tnieki cen\u0161as izprast ieg\u016bto datu noz\u012bmi un noz\u012bm\u012bgumu, izv\u0113rt\u0113jot tos kontekst\u0101.&nbsp;<\/p>\n\n\n\n<p>\u0160\u012b strat\u0113\u0123ija pal\u012bdz p\u0113tniekiem lab\u0101k izprast p\u0113t\u0101mo personu pieredzi un viedok\u013cus, k\u0101 ar\u012b atrast mode\u013cus un t\u0113mas, kas, iesp\u0113jams, neb\u016btu ac\u012bmredzamas, izmantojot citas p\u0113tniec\u012bbas metodes.&nbsp;<\/p>\n\n\n\n<h2 id=\"h-what-is-quantitative-research\">Kas ir kvantitat\u012bvie p\u0113t\u012bjumi?<\/h2>\n\n\n\n<p>Kvantitat\u012bvie p\u0113t\u012bjumi ir p\u0113tniec\u012bbas metode, kas koncentr\u0113jas uz sistem\u0101tisku skaitlisko datu v\u0101k\u0161anu un anal\u012bzi. \u0160o strat\u0113\u0123iju bie\u017ei izmanto, lai izp\u0113t\u012btu korel\u0101cijas starp main\u012bgajiem lielumiem un, pamatojoties uz izlasi, izdar\u012btu prognozes vai visp\u0101rin\u0101jumus par pla\u0161\u0101ku popul\u0101ciju. Kvantitat\u012bvaj\u0101 p\u0113tniec\u012bb\u0101 dati bie\u017ei tiek v\u0101kti, izmantojot t\u0101das metodes k\u0101 aptaujas, eksperimenti un struktur\u0113ti nov\u0113rojumi, un p\u0113c tam dati tiek nov\u0113rt\u0113ti, izmantojot statistikas metodes.<\/p>\n\n\n\n<p>Viena no kvantitat\u012bvo p\u0113t\u012bjumu at\u0161\u0137ir\u012bgaj\u0101m iez\u012bm\u0113m ir to uzsvars uz objektivit\u0101ti un standartiz\u0113tu m\u0113r\u012bjumu izmanto\u0161anu. Kvantitat\u012bvie p\u0113tnieki izmanto stingras inform\u0101cijas v\u0101k\u0161anas un anal\u012bzes metodes, lai mazin\u0101tu personisk\u0101s neobjektivit\u0101tes un subjektivit\u0101tes ietekmi.&nbsp;<\/p>\n\n\n\n<p>\u0160\u012b metode \u013cauj p\u0113tniekiem p\u0101rbaud\u012bt hipot\u0113zes, noteikt c\u0113lo\u0146u un seku sakar\u012bbas un izdar\u012bt statistiskus secin\u0101jumus par pla\u0161\u0101ku popul\u0101ciju.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/researcher.life\/all-access-pricing?utm_source=mtg&amp;utm_campaign=all-access-promotion&amp;utm_medium=blog\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"410\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-1024x410.png\" alt=\"\" class=\"wp-image-55425\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-1024x410.png 1024w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-300x120.png 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-768x307.png 768w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-1536x615.png 1536w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-2048x820.png 2048w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-18x7.png 18w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-100x40.png 100w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<h2 id=\"h-advantages-and-disadvantages-of-qualitative-research\">Kvalitat\u012bvo p\u0113t\u012bjumu priek\u0161roc\u012bbas un tr\u016bkumi<\/h2>\n\n\n\n<p>Pie\u0146emot l\u0113mumu par izmantojamo metodolo\u0123iju, p\u0113tniekiem j\u0101izv\u0113rt\u0113 kvalitat\u012bv\u0101 p\u0113t\u012bjuma priek\u0161roc\u012bbas un tr\u016bkumi:<\/p>\n\n\n\n<h3 id=\"h-advantages\">Priek\u0161roc\u012bbas<\/h3>\n\n\n\n<ul>\n<li><strong>Datu bag\u0101t\u012bba un dzi\u013cums: <\/strong>Kvalitat\u012bvie p\u0113t\u012bjumi \u013cauj p\u0113tniekiem apkopot bag\u0101t\u012bgus, detaliz\u0113tus datus par dal\u012bbnieku pieredzi, attieksmi un viedok\u013ciem, kas var sniegt piln\u012bg\u0101ku priek\u0161statu par p\u0113t\u0101maj\u0101m par\u0101d\u012bb\u0101m.<\/li>\n\n\n\n<li><strong>Elast\u012bgums:<\/strong> Kvalitat\u012bvie p\u0113t\u012bjumi ir adapt\u012bvi un elast\u012bgi, \u013caujot p\u0113tniekiem main\u012bt metodi, rea\u0123\u0113jot uz jauniem vai negaid\u012btiem atkl\u0101jumiem.<\/li>\n\n\n\n<li><strong>Dal\u012bbnieku izpratne:<\/strong> T\u0101 k\u0101 kvalitat\u012bvie p\u0113t\u012bjumi bie\u017ei ietver tie\u0161u sadarb\u012bbu ar indiv\u012bdiem, p\u0113tnieki var lab\u0101k izprast vi\u0146u person\u012bgo pieredzi un viedokli.<\/li>\n\n\n\n<li><strong>Kontekstualiz\u0101cija:<\/strong> Kvalitat\u012bvaj\u0101 p\u0113t\u012bjum\u0101 tiek uzsv\u0113rta konteksta un subjekt\u012bvas datu interpret\u0101cijas noz\u012bme, kas var sniegt ieskatu par to, k\u0101 indiv\u012bdi pie\u0161\u0137ir j\u0113gu savai pieredzei konkr\u0113t\u0101 vid\u0113.<\/li>\n\n\n\n<li><strong>Hipot\u0113\u017eu izvirz\u012b\u0161ana: <\/strong>Atpaz\u012bstot mode\u013cus un t\u0113mas datos, kvalitat\u012bvo p\u0113t\u012bjumu var izmantot, lai izstr\u0101d\u0101tu hipot\u0113zes papildu p\u0113t\u012bjumiem.&nbsp;<\/li>\n<\/ul>\n\n\n\n<h3 id=\"h-disadvantages\">Tr\u016bkumi<\/h3>\n\n\n\n<ul>\n<li><strong>Ierobe\u017eota visp\u0101rin\u0101m\u012bba:<\/strong> T\u0101 k\u0101 kvalitat\u012bvie p\u0113t\u012bjumi da\u017ek\u0101rt balst\u0101s uz nelielu izlases lielumu, tie var neb\u016bt reprezentat\u012bvi attiec\u012bb\u0101 uz pla\u0161\u0101ku popul\u0101ciju, un to visp\u0101rin\u0101m\u012bba ir ierobe\u017eota.<\/li>\n\n\n\n<li><strong>Subjektivit\u0101te:<\/strong> Kvalitat\u012bvais p\u0113t\u012bjums ietver subjekt\u012bvu datu interpret\u0101ciju, ko var ietekm\u0113t p\u0113tnieka aizspriedumi vai personiskais skat\u012bjums.<\/li>\n\n\n\n<li><strong>Aiz\u0146em daudz laika:<\/strong> T\u0101 k\u0101 kvalitat\u012bvais p\u0113t\u012bjums ietver padzi\u013cin\u0101tu datu v\u0101k\u0161anu un apstr\u0101di, tas var b\u016bt laikietilp\u012bgs.<\/li>\n\n\n\n<li><strong>Gr\u016bt\u012bbas anal\u012bz\u0113: <\/strong>Kvalitat\u012bvie dati var b\u016bt sare\u017e\u0123\u012bti un gr\u016bti analiz\u0113jami, jo \u012bpa\u0161i, ja tajos ir iek\u013cauti materi\u0101li, kas nav teksta materi\u0101li, piem\u0113ram, fotogr\u0101fijas vai audioieraksti.<\/li>\n\n\n\n<li><strong>Datu pies\u0101tin\u0101jums: <\/strong>Kvalitat\u012bvais p\u0113t\u012bjums var sasniegt punktu, kad jaun\u0101 inform\u0101cija nesniedz noz\u012bm\u012bgas atzi\u0146as, t\u0101d\u0113j\u0101di ierobe\u017eojot turpm\u0101ku datu v\u0101k\u0161anas noz\u012bmi.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"h-advantages-and-disadvantages-of-quantitative-research\">Kvantitat\u012bvo p\u0113t\u012bjumu priek\u0161roc\u012bbas un tr\u016bkumi<\/h2>\n\n\n\n<p>Kvantitat\u012bvajam p\u0113t\u012bjumam, t\u0101pat k\u0101 kvalitat\u012bvajam p\u0113t\u012bjumam, ir priek\u0161roc\u012bbas un tr\u016bkumi, kas p\u0113tniekiem j\u0101\u0146em v\u0113r\u0101, izv\u0113loties \u0161o metodi savam p\u0113t\u012bjumam.<\/p>\n\n\n\n<h3 id=\"h-advantages-1\">Priek\u0161roc\u012bbas<\/h3>\n\n\n\n<ul>\n<li><strong>Visp\u0101rin\u0101m\u012bba:<\/strong> T\u0101 k\u0101 kvantitat\u012bvie p\u0113t\u012bjumi bie\u017ei balst\u0101s uz liel\u0101ku izlases lielumu, tie var sniegt statistiski pamatotus secin\u0101jumus, kurus var attiecin\u0101t uz pla\u0161\u0101ku iedz\u012bvot\u0101ju kopumu.<\/li>\n\n\n\n<li><strong>Objektivit\u0101te:<\/strong> Kvantitat\u012bvajos p\u0113t\u012bjumos uzsvars tiek likts uz objektivit\u0101ti un standartiz\u0113tiem m\u0113r\u012bjumiem, kas samazina personisko aizspriedumu un subjektivit\u0101tes ietekmi.<\/li>\n\n\n\n<li><strong>Atk\u0101rtojam\u012bba: <\/strong>Kvantitat\u012bvie p\u0113t\u012bjumi nodro\u0161ina noteiktu metodi un standartiz\u0113tus m\u0113r\u012bjumus, kas \u013cauj citiem p\u0113tniekiem atk\u0101rtot p\u0113t\u012bjumu.&nbsp;<\/li>\n\n\n\n<li><strong>Statistisk\u0101 anal\u012bze:<\/strong> Kvantitat\u012bvajos p\u0113t\u012bjumos ir iesp\u0113jama statistisk\u0101 anal\u012bze, kas var pal\u012bdz\u0113t p\u0113tniekiem nov\u0113rt\u0113t hipot\u0113zes un atkl\u0101t c\u0113lo\u0146u un seku sakar\u012bbas.&nbsp;<\/li>\n\n\n\n<li><strong>Efekt\u012bva datu anal\u012bze: <\/strong>Kvantitat\u012bvie p\u0113t\u012bjumi bie\u017ei ietver skaitliskus datus, kurus var \u0101tri p\u0101rbaud\u012bt, izmantojot statistikas r\u012bkus.<\/li>\n<\/ul>\n\n\n\n<h3 id=\"h-disadvantages-1\">Tr\u016bkumi&nbsp;<\/h3>\n\n\n\n<ul>\n<li><strong>Dzi\u013cuma tr\u016bkums:<\/strong> T\u0101 k\u0101 kvantitat\u012bvie p\u0113t\u012bjumi bie\u017ei vien ir atkar\u012bgi no standartiz\u0113tiem m\u0113r\u012bjumiem, tie var ne\u0146emt v\u0113r\u0101 dal\u012bbnieku pieredzes un viedok\u013cu nianses.&nbsp;<\/li>\n\n\n\n<li><strong>Ierobe\u017eota izpratne:<\/strong> Kvantitat\u012bvie p\u0113t\u012bjumi bie\u017ei koncentr\u0113jas uz konkr\u0113tiem p\u0113t\u0101m\u0101s par\u0101d\u012bbas aspektiem, tie var nesniegt padzi\u013cin\u0101tu izpratni par visu p\u0113t\u0101mo par\u0101d\u012bbu.<\/li>\n\n\n\n<li><strong>Neelast\u012bba: <\/strong>T\u0101 k\u0101 kvantitat\u012bvie p\u0113t\u012bjumi balst\u0101s uz noteiktu metodolo\u0123iju un noteiktiem m\u0113r\u012bjumiem, tie bie\u017ei vien ir neelast\u012bgi.&nbsp;<\/li>\n\n\n\n<li><strong>Ierobe\u017eots konteksts: <\/strong>Kvantitat\u012bvajos p\u0113t\u012bjumos var netikt atz\u012bta konteksta noz\u012bme un var netikt \u0146emta v\u0113r\u0101 subjekt\u012bv\u0101s datu interpret\u0101cijas ietekme.<\/li>\n\n\n\n<li><strong>M\u0113r\u012bjumu k\u013c\u016bda: <\/strong>Kvantitat\u012bvie p\u0113t\u012bjumi balst\u0101s uz skaitliskajiem datiem, kas var b\u016bt pak\u013cauti m\u0113r\u012bjumu k\u013c\u016bd\u0101m vai neprecizit\u0101t\u0113m.&nbsp;<\/li>\n<\/ul>\n\n\n\n<h2 id=\"h-data-collection-methods-qualitative-vs-quantitative-research\">Datu v\u0101k\u0161anas metodes: Kvalitat\u012bvie un kvantitat\u012bvie p\u0113t\u012bjumi.<\/h2>\n\n\n\n<p>Datu v\u0101k\u0161anas metodes kvalitat\u012bvajos un kvantitat\u012bvajos p\u0113t\u012bjumos at\u0161\u0137iras.<\/p>\n\n\n\n<p>Kvalitat\u012bvaj\u0101 p\u0113t\u012bjum\u0101 bie\u017ei tiek izmantotas t\u0101das datu v\u0101k\u0161anas metodes k\u0101 intervijas, fokusa grupas, nov\u0113ro\u0161ana un dokumentu anal\u012bze. Izmantojot \u0161\u012bs metodes, p\u0113tnieki var ieg\u016bt pla\u0161us, detaliz\u0113tus datus par dal\u012bbnieku pieredzi, perspekt\u012bv\u0101m un viedok\u013ciem.&nbsp;<\/p>\n\n\n\n<p>Piem\u0113ram, intervijas un fokusa grupas \u013cauj p\u0113tniekiem tie\u0161i sazin\u0101ties ar dal\u012bbniekiem un padzi\u013cin\u0101ti izprast vi\u0146u person\u012bgo pieredzi un viedok\u013cus. P\u0113tnieki var izmantot nov\u0113ro\u0161anu, lai p\u0113t\u012btu dal\u012bbnieku uzved\u012bbu vi\u0146u dabiskaj\u0101 vid\u0113 un fiks\u0113tu vi\u0146u pieredzi re\u0101laj\u0101 laik\u0101.&nbsp;<\/p>\n\n\n\n<p>Vi\u0146i var izp\u0113t\u012bt rakstiskus vai vizu\u0101lus materi\u0101lus, piem\u0113ram. <strong>dienasgr\u0101matas, v\u0113stules vai fotogr\u0101fijas<\/strong> g\u016bt ieskatu dal\u012bbnieku pieredz\u0113 un viedok\u013cos, izmantojot dokumentu anal\u012bzi.<\/p>\n\n\n\n<p>Kvantitat\u012bvajos p\u0113t\u012bjumos bie\u017ei izmanto t\u0101das datu v\u0101k\u0161anas metodes k\u0101 aptaujas, eksperimenti un struktur\u0113ti nov\u0113rojumi. \u0160\u012bs metodes \u013cauj p\u0113tniekiem ieg\u016bt skaitliskus datus, kurus p\u0113c tam var p\u0101rbaud\u012bt statistiski.&nbsp;<\/p>\n\n\n\n<p>Aptauj\u0101s indiv\u012bdiem tiek l\u016bgts atbild\u0113t uz virkni standartiz\u0113tu jaut\u0101jumu, parasti rakstiski vai tie\u0161saist\u0113. Eksperimenti ir saist\u012bti ar viena vai vair\u0101ku main\u012bgo lielumu main\u012b\u0161anu, lai p\u0101rbaud\u012btu hipot\u0113zes un kvantitat\u012bvi noteiktu ietekmi uz atkar\u012bgo main\u012bgo lielumu. Struktur\u0113ti nov\u0113rojumi ietver datu v\u0101k\u0161anu metodisk\u0101 veid\u0101, bie\u017ei izmantojot iepriek\u0161 noteiktas kategorijas vai kontrolsarakstus.<\/p>\n\n\n\n<p>Kopum\u0101 datu v\u0101k\u0161anas metodes tiek izmantotas gan kvalitat\u012bvajos, gan kvantitat\u012bvajos p\u0113t\u012bjumos, lai gan izmantot\u0101s metodes main\u0101s atkar\u012bb\u0101 no p\u0113t\u012bjuma metodolo\u0123ijas un v\u0101camo datu veida. Kvantitat\u012bvaj\u0101 p\u0113t\u012bjum\u0101 galven\u0101 uzman\u012bba tiek piev\u0113rsta skaitliskajiem datiem, kurus var nov\u0113rt\u0113t, izmantojot statistikas r\u012bkus, savuk\u0101rt kvalitat\u012bvaj\u0101 p\u0113t\u012bjum\u0101 uzsvars tiek likts uz bag\u0101t\u012bgiem, detaliz\u0113tiem datiem, kas var sniegt ieskatu dal\u012bbnieku pieredz\u0113 un viedok\u013cos.&nbsp;<\/p>\n\n\n\n<h2 id=\"h-how-to-analyze-qualitative-vs-quantitative-data\">K\u0101 analiz\u0113t kvalitat\u012bvos un kvantitat\u012bvos datus<\/h2>\n\n\n\n<p>Datu rakstura d\u0113\u013c kvalitat\u012bvo un kvantitat\u012bvo datu anal\u012bzei ir nepiecie\u0161amas at\u0161\u0137ir\u012bgas metodolo\u0123ijas.<\/p>\n\n\n\n<p>Apzin\u0101t mode\u013cus, t\u0113mas un kategorijas sav\u0101ktajos datos ir galvenais m\u0113r\u0137is <strong>kvalitat\u012bvo datu anal\u012bze<\/strong>. \u0160\u012b metode bie\u017ei ietver \u0161\u0101das darb\u012bbas:<\/p>\n\n\n\n<ol>\n<li>Kvalitat\u012bvo datu nov\u0113rt\u0113\u0161anas pirmais posms parasti ir transkrib\u0113\u0161ana vai ierakst\u012bto datu p\u0101rv\u0113r\u0161ana tekst\u0101.<\/li>\n\n\n\n<li>Datu kod\u0113\u0161ana noz\u012bm\u0113, ka p\u0113tnieks lasa un p\u0101rlasa datus, lai atkl\u0101tu mode\u013cus, t\u0113mas un kategorijas. Lai pal\u012bdz\u0113tu \u0161aj\u0101 proces\u0101, p\u0113tnieks var izmantot datorprogrammas.&nbsp;<\/li>\n\n\n\n<li>P\u0113c tam, kad dati ir kod\u0113ti, p\u0113tnieks \u0123ener\u0113 t\u0113mas un apak\u0161t\u0113mas, kas izriet no datiem.<\/li>\n\n\n\n<li>Visbeidzot, atkar\u012bb\u0101 no ieg\u016btajiem datiem p\u0113tnieks izv\u0113rt\u0113 t\u0113mas un apak\u0161t\u0113mas, izdarot secin\u0101jumus un sniedzot priek\u0161likumus.<\/li>\n<\/ol>\n\n\n\n<p>Kad runa ir par <strong>kvantitat\u012bv\u0101 datu anal\u012bze<\/strong>, lai p\u0101rbaud\u012btu ieg\u016btos skaitliskos datus, tiek izmantotas statistikas pieejas. Process bie\u017ei ietver \u0161\u0101dus posmus:<\/p>\n\n\n\n<ol>\n<li>Datu att\u012br\u012b\u0161ana ir pirmais solis kvantitat\u012bvo datu interpret\u0101cij\u0101, jo t\u0101 nov\u0113r\u0161 k\u013c\u016bdas, neatbilst\u012bbas un novirzes.<\/li>\n\n\n\n<li>P\u0113c tam p\u0113tnieks sak\u0101rto datus analiz\u0113jam\u0101 form\u0101t\u0101, piem\u0113ram, izkl\u0101jlap\u0101 vai datub\u0101z\u0113.<\/li>\n\n\n\n<li>Lai apkopotu datus, p\u0113tnieks var izmantot apraksto\u0161o statistiku, piem\u0113ram, vid\u0113jo v\u0113rt\u012bbu, medi\u0101nu vai modi.<\/li>\n\n\n\n<li>Visbeidzot, lai p\u0101rbaud\u012btu hipot\u0113zes un nov\u0113rt\u0113tu, vai rezult\u0101ti ir statistiski noz\u012bm\u012bgi, p\u0113tnieks var izmantot inferenci\u0101lo statistiku, piem\u0113ram, t-testus vai ANOVA.<\/li>\n<\/ol>\n\n\n\n<h2 id=\"h-your-creations-ready-within-minutes\">J\u016bsu darbi, gatavi da\u017eu min\u016b\u0161u laik\u0101!<\/h2>\n\n\n\n<p><a href=\"https:\/\/mindthegraph.com\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph<\/a> ir v\u0113rt\u012bgs resurss zin\u0101tniekiem un p\u0113tniekiem, kuriem da\u017eu min\u016b\u0161u laik\u0101 ir j\u0101izveido profesion\u0101las zin\u0101tniskas ilustr\u0101cijas un grafikas! Izmantojot da\u017e\u0101dus r\u012bkus un resursus, \u0161\u012b platforma \u013cauj viegli izveidot augstas kvalit\u0101tes vizu\u0101lus materi\u0101lus, kas efekt\u012bvi inform\u0113 pla\u0161u auditoriju par p\u0113t\u012bjumu rezult\u0101tiem.<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"600\" height=\"394\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2022\/12\/3yuqz9n9m78.gif\" alt=\"\" class=\"wp-image-25763\"\/><\/figure><\/div>\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"is-layout-flex wp-block-buttons\">\n<div class=\"wp-block-button aligncenter\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/mindthegraph.com\/\" style=\"border-radius:50px;background-color:#dc1866\" target=\"_blank\" rel=\"noreferrer noopener\">S\u0101ciet veidot ar Mind the Graph<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>","protected":false},"excerpt":{"rendered":"<p>Atkl\u0101jiet at\u0161\u0137ir\u012bbas starp kvalitat\u012bvo un kvantitat\u012bvo p\u0113t\u012bjumu. Uzziniet, k\u0101 izv\u0113l\u0113ties pareizo metodolo\u0123iju savam p\u0113tniec\u012bbas projektam.<\/p>","protected":false},"author":28,"featured_media":28724,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[959,28],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What&#039;s the Difference: Qualitative vs Quantitative Research? - Mind the Graph Blog<\/title>\n<meta name=\"description\" content=\"Discover the differences between qualitative vs quantitative research. 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