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‫أ‬/‫ﻣﺎھﺮ‬ ‫ﺧﺎﻟﺪ‬
‫وا‬ ‫واﻟﺘﺼﺎﻧﯿﻒ‬ ‫ﻟﻠﻌﯿﻨﺎت‬ ‫اﻟﻌﺎﻣﺔ‬ ‫اﻻدارة‬ ‫ﻋﺎم‬ ‫ﻣﺪﻳﺮ‬‫ﻻدﻟﺔ‬
khmm64@yahoo.com
‫اﻟﻌﺮض‬ ‫ﻣﺤﺘﻮﯾﺎت‬
1.‫ﻣﻘﺪﻣﺔ‬.
2.‫اﻟﻌﯿﻨﺔ‬ ‫ﺗﺼﻤﯿﻢ‬.
3.‫اﻻﻗﺘﺼﺎدى‬ ‫اﻟﺘﻌﺪاد‬ ‫ﻣﺆﺷﺮات‬.
4.‫اﻻﻗﺘﺼﺎدى‬ ‫اﻟﺘﻌﺪاد‬ ‫ﻣﺆﺷﺮات‬ ‫ﺣﺴﺎب‬ ‫ﻛﯿﻔﯿﺔ‬.
5.‫ﻋﻤﻠﻰ‬ ‫ﺗﻄﺒﯿﻖ‬
‫ﻣﻘﺪﻣﺔ‬
‫ﻣﻨ‬ ‫ﻗﺒﻞ‬ ‫اﻻﻗﺘﺼﺎدي‬ ‫اﻟﺘﻌﺪاد‬ ‫واﻹﺣﺼﺎء‬ ‫اﻟﻌﺎﻣﺔ‬ ‫ﻟﻠﺘﻌﺒﺌﺔ‬ ‫اﻟﻤﺮﻛﺰي‬ ‫اﻟﺠﮭﺎز‬ ‫ﻧﻔﺬ‬‫ﺘﺼﻒ‬
2013.‫و‬‫ﻗﺪ‬‫ﺑﺪأت‬‫ﻋﺎم‬ ‫ﻣﻨﺬ‬ ‫اﻟﺘﺤﻀﯿﺮﯾﺔ‬ ‫اﻷﻧﺸﻄﺔ‬2011
‫أرﺑﻌﺔ‬ ‫ﻟﻨﺤﻮ‬ ‫اﻟﻤﯿﺪاﻧﻲ‬ ‫اﻟﻌﻤﻞ‬ ‫اﺳﺘﻤﺮ‬‫أﺷﮭﺮ‬‫و‬ ،‫اﻟﻤﻜﺘﺒﯿﺔ‬ ‫اﻟﻤﺮاﺟﻌﺔ‬ ‫ﺗﻨﻔﯿﺬ‬ ‫وﺗﻢ‬‫اﻟﺘﺮﻣﯿﺰ‬
‫اﻟﻤﯿﺪاﻧﻲ‬ ‫اﻟﻌﻤﻞ‬ ‫ﻣﻊ‬ ‫ﺑﺎﻟﺘﺰاﻣﻦ‬ ‫اﻟﺒﯿﺎﻧﺎت‬ ‫وإدﺧﺎل‬.
‫اﻟﻌﯿﻨﺔ‬ ‫ﺗﺼﻤﯿﻢ‬
‫اﻟﻌﯿﻨﺔ‬‫ﻟﻠﺘ‬ ‫اﻟﻌﺎﻟﯿﺔ‬ ‫اﻟﺘﻐﻄﯿﺔ‬ ‫ﺿﻤﺎن‬ ‫ﻟﻐﺮض‬ ‫أطﺮ‬ ‫ﻋﺪة‬ ‫أﺳﺘﺨﺪﻣﺖ‬ ‫ﺣﯿﺚ‬ ‫اﻟﺠﻮاﻧﺐ‬ ‫ﻣﺘﻌﺪدة‬‫ﻌﺪاد‬
‫اﻟﻌ‬ ‫إﺧﺘﯿﺎر‬ ‫ﻟﻐﺮض‬ ‫ﻣﺨﺘﻠﻔﺔ‬ ‫أطﺮ‬ ‫ﺳﺒﻌﺔ‬ ‫ﻟﻠﺘﻌﺪاد‬ ‫اﻟﻤﺨﺘﻠﻔﺔ‬ ‫اﻷطﺮ‬ ‫ﺑﻠﻐﺖ‬ ، ‫اﻹﻗﺘﺼﺎدي‬‫ﯿﻨﺔ‬‫ھﻲ‬:
‫اﻟﻤﺴﺎﺣﯿﺔ‬ ‫اﻟﻌﯿﻨﺔ‬‫اﻟﻨﺎدرة‬ ‫اﻷﻧﺸﻄﺔ‬
‫ﻻ‬ ‫اﻟﺘﻰ‬ ‫اﻟﻜﺒﺮى‬ ‫اﻟﻤﻨﺸﺂت‬
‫اﻟﺠﺎرﯾﺔ‬ ‫اﻻﺣﺼﺎءات‬ ‫ﺗﺘﻀﻤﻨﮭﺎ‬
‫اﻟﺼﺤﺔ‬
)‫اﻟﻄﺒﯿﺔ‬ ‫اﻟﻌﯿﺎدات‬(
‫و‬ ‫اﻟﻤﻨﺎﺟﻢ‬ ‫اﺳﺘﻐﻼل‬
‫اﻟﻤﺤﺎﺟﺮ‬
‫ﻣﺠﺎل‬ ‫ﻓﻰ‬ ‫ﺗﻌﻤﻞ‬ ‫اﻟﺘﻰ‬ ‫اﻟﻜﺒﺮى‬ ‫اﻟﻤﻨﺸﺂت‬
‫واﻟﺘﺠﺰﺋﺔ‬ ‫اﻟﺠﻤﻠﺔ‬ ‫ﺗﺠﺎرة‬
‫اﻟﺘﻌﻠﯿﻢ‬
)‫واﻟﺠﺎﻣﻌﺎت‬ ‫اﻟﻤﺪارس‬
‫اﻟﺨﺎﺻﺔ‬(
‫اﻟﻌﯿﻨﺔ‬ ‫ﺗﺼﻤﯿﻢ‬
‫اﻟﻌﯿﻨﺔ‬ ‫ﺗﺼﻤﯿﻢ‬
Sample weight
‫اﻷﻟﻰ‬ ‫اﻟﺘﺠﮭﯿﺰ‬
‫اﻻﺧﻄﺎء‬ ‫ﺗﻨﻘﯿﺔ‬ ‫اﻻدﺧﺎل‬ ‫ﺑﺮاﻣﺞ‬
‫اﻻﺧﻄﺎء‬ ‫ﺗﻨﻘﯿﺔ‬
.1‫ﺗﻨﻘﯿﺔ‬‫اﻹدﺧﺎل‬ ‫ﻋﻤﻠﯿﺔ‬ ‫أﺛﻨﺎء‬ ‫اﻷﺧﻄﺎء‬:‫ﻣﺼﻤ‬ ‫اﻟﺒﺮﻧﺎﻣﺞ‬ ‫أن‬ ‫ﺣﯿﺚ‬‫ﻢ‬
‫اﻹﻧﺘﻘﺎل‬ ‫ﻳﺘﻢ‬ ‫ﻻ‬ ‫ﻣﻨﻄﻘﻲ‬ ‫ﻏﯿﺮ‬ ‫ﺧﻄﺄ‬ ‫ﺣﺪوث‬ ‫ﺣﺎﻟﺔ‬ ‫ﻓﻲ‬ ‫أﻧﻪ‬ ‫ﻋﻠﻰ‬
‫اﻟﺘﺎﻟﻲ‬ ‫ﻟﻠﺴﺆال‬.
.2‫اﻹدﺧﺎل‬ ‫ﺑﻌﺪ‬ ‫اﻷﺧﻄﺎء‬ ‫ﺗﻨﻘﯿﺔ‬:‫ﻗﻮاﻋﺪ‬ ‫وﺿﻊ‬ ‫ﺗﻢ‬ ‫اﻟﻤﺮﺣﻠﺔ‬ ‫ھﺬه‬ ‫ﻓﻲ‬
‫اﻟﻌﻤﻞ‬ ‫ﺗﻌﻄﻞ‬ ‫ﻟﻌﺪم‬ ‫ﻟﻠﻤﺪﺧﻠﯿﻦ‬ ‫وﺿﻌﮭﺎ‬ ‫ﻳﺘﻢ‬ ‫ﻟﻢ‬ ‫إﺿﺎﻓﯿﺔ‬ ‫أﺧﻄﺎء‬
‫ﻓﺮﻳﻖ‬ ‫ﻗﺎم‬ ‫ﺣﯿﺚ‬ ‫اﻷﺧﻄﺎء‬ ‫ﻣﻦ‬ ‫اﻟﻤﺰﻳﺪ‬ ‫ﻹﻛﺘﺸﺎف‬ ‫وذﻟﻚ‬ ‫ﺑﺎﻹدﺧﺎل‬
‫ﺑﺘﺼﺤﯿﺤﮭﺎ‬ ‫اﻵﻟﻲ‬ ‫اﻟﺘﺠﮭﯿﺰ‬ ‫ﺑﻮﺣﺪة‬ ‫اﻟﻌﻤﻞ‬.
.3‫ﻋﻤﻞ‬‫ﺑﺮﻧﺎﻣﺞ‬ ‫ﺑﺎﺳﺘﺨﺪام‬ ‫أﺧﺮى‬ ‫أﺧﻄﺎء‬ ‫ﻗﻮاﻋﺪ‬SPSS‫ﺗﻢ‬ ‫وﺑﺬﻟﻚ‬
‫ﺑﻨﺴﺒﺔ‬ ‫اﻟﻤﻌﺎﻳﻨﺔ‬ ‫ﻋﺪم‬ ‫أﺧﻄﺎء‬ ‫ﻣﻦ‬ ‫ﺧﺎﻟﻲ‬ ‫ﻣﻠﻔﺎت‬ ‫ﻋﻠﻰ‬ ‫اﻟﺤﺼﻮل‬
100%
‫اﻟﻤﺆﺷﺮات‬ ‫اﺳﺘﺨﺮاج‬
.1‫ﺗﻢ‬‫ﻧﻮع‬ ‫ﺑﻜﻞ‬ ‫اﻟﺨﺎﺻﺔ‬ ‫واﻟﻤﺆﺷﺮات‬ ‫اﻟﺠﺪاول‬ ‫ﻹﺳﺘﺨﺮاج‬ ‫ﺑﺮﻧﺎﻣﺞ‬ ‫ﺗﺼﻤﯿﻢ‬‫ﻣﻦ‬
‫اﻹﺳﺘﻤﺎرات‬ ‫أﻧﻮاع‬)11‫ﻧﻮع‬(.
2.‫ﺑ‬ ‫اﻹﻗﺘﺼﺎدي‬ ‫اﻟﺘﻌﺪاد‬ ‫ﺑﻤﻠﻔﺎت‬ ‫اﻟﺠﺎرﻳﺔ‬ ‫اﻹﺣﺼﺎﺋﯿﺎت‬ ‫ﻣﻠﻔﺎت‬ ‫رﺑﻂ‬ ‫ﺗﻢ‬‫ﻋﻤﻞ‬ ‫ﻌﺪ‬
‫ﻣﺜ‬ ‫ﻣﻊ‬ ‫ﻳﺘﻤﺎﺷﻰ‬ ‫ﺑﻤﺎ‬ ‫اﻟﺠﺎرﻳﺔ‬ ‫اﻹﺣﺼﺎءات‬ ‫ﻣﻠﻔﺎت‬ ‫ﻋﻠﻰ‬ ‫اﻟﺘﺼﻮﻳﺒﺎت‬ ‫ﻛﺎﻓﺔ‬‫ﯿﻼﺗﮭﺎ‬
‫أ‬ ‫ﻟﺠﻤﯿﻊ‬ ‫ﻛﺎﻣﻠﺔ‬ ‫ﺻﻮرة‬ ‫رﺳﻢ‬ ‫ﻣﻦ‬ ‫اﻟﺮﺑﻂ‬ ‫ذﻟﻚ‬ ‫ﺳﺎﻋﺪ‬ ‫وﻗﺪ‬ ‫اﻟﺘﻌﺪاد‬ ‫ﻣﻠﻔﺎت‬ ‫ﻣﻦ‬‫وﺟﻪ‬
‫اﻹﻗﺘﺼﺎدي‬ ‫اﻟﻨﺸﺎط‬‫ﺑﺎﻟﺠﻤﮭﻮرﻳﺔ‬
‫اﺳﺘﺨﺪام‬sampling error‫اﻟﺒﺤﺚ‬ ‫ﻧﺘﺎﺋﺞ‬ ‫ﻋﺮض‬ ‫ﻓﻲ‬.

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التعداد الإقتصادى الرابع لمصر 2012/2013 - خالد ماهر

  • 1. ‫أ‬/‫ﻣﺎھﺮ‬ ‫ﺧﺎﻟﺪ‬ ‫وا‬ ‫واﻟﺘﺼﺎﻧﯿﻒ‬ ‫ﻟﻠﻌﯿﻨﺎت‬ ‫اﻟﻌﺎﻣﺔ‬ ‫اﻻدارة‬ ‫ﻋﺎم‬ ‫ﻣﺪﻳﺮ‬‫ﻻدﻟﺔ‬ khmm64@yahoo.com
  • 2. ‫اﻟﻌﺮض‬ ‫ﻣﺤﺘﻮﯾﺎت‬ 1.‫ﻣﻘﺪﻣﺔ‬. 2.‫اﻟﻌﯿﻨﺔ‬ ‫ﺗﺼﻤﯿﻢ‬. 3.‫اﻻﻗﺘﺼﺎدى‬ ‫اﻟﺘﻌﺪاد‬ ‫ﻣﺆﺷﺮات‬. 4.‫اﻻﻗﺘﺼﺎدى‬ ‫اﻟﺘﻌﺪاد‬ ‫ﻣﺆﺷﺮات‬ ‫ﺣﺴﺎب‬ ‫ﻛﯿﻔﯿﺔ‬. 5.‫ﻋﻤﻠﻰ‬ ‫ﺗﻄﺒﯿﻖ‬
  • 3. ‫ﻣﻘﺪﻣﺔ‬ ‫ﻣﻨ‬ ‫ﻗﺒﻞ‬ ‫اﻻﻗﺘﺼﺎدي‬ ‫اﻟﺘﻌﺪاد‬ ‫واﻹﺣﺼﺎء‬ ‫اﻟﻌﺎﻣﺔ‬ ‫ﻟﻠﺘﻌﺒﺌﺔ‬ ‫اﻟﻤﺮﻛﺰي‬ ‫اﻟﺠﮭﺎز‬ ‫ﻧﻔﺬ‬‫ﺘﺼﻒ‬ 2013.‫و‬‫ﻗﺪ‬‫ﺑﺪأت‬‫ﻋﺎم‬ ‫ﻣﻨﺬ‬ ‫اﻟﺘﺤﻀﯿﺮﯾﺔ‬ ‫اﻷﻧﺸﻄﺔ‬2011 ‫أرﺑﻌﺔ‬ ‫ﻟﻨﺤﻮ‬ ‫اﻟﻤﯿﺪاﻧﻲ‬ ‫اﻟﻌﻤﻞ‬ ‫اﺳﺘﻤﺮ‬‫أﺷﮭﺮ‬‫و‬ ،‫اﻟﻤﻜﺘﺒﯿﺔ‬ ‫اﻟﻤﺮاﺟﻌﺔ‬ ‫ﺗﻨﻔﯿﺬ‬ ‫وﺗﻢ‬‫اﻟﺘﺮﻣﯿﺰ‬ ‫اﻟﻤﯿﺪاﻧﻲ‬ ‫اﻟﻌﻤﻞ‬ ‫ﻣﻊ‬ ‫ﺑﺎﻟﺘﺰاﻣﻦ‬ ‫اﻟﺒﯿﺎﻧﺎت‬ ‫وإدﺧﺎل‬.
  • 4. ‫اﻟﻌﯿﻨﺔ‬ ‫ﺗﺼﻤﯿﻢ‬ ‫اﻟﻌﯿﻨﺔ‬‫ﻟﻠﺘ‬ ‫اﻟﻌﺎﻟﯿﺔ‬ ‫اﻟﺘﻐﻄﯿﺔ‬ ‫ﺿﻤﺎن‬ ‫ﻟﻐﺮض‬ ‫أطﺮ‬ ‫ﻋﺪة‬ ‫أﺳﺘﺨﺪﻣﺖ‬ ‫ﺣﯿﺚ‬ ‫اﻟﺠﻮاﻧﺐ‬ ‫ﻣﺘﻌﺪدة‬‫ﻌﺪاد‬ ‫اﻟﻌ‬ ‫إﺧﺘﯿﺎر‬ ‫ﻟﻐﺮض‬ ‫ﻣﺨﺘﻠﻔﺔ‬ ‫أطﺮ‬ ‫ﺳﺒﻌﺔ‬ ‫ﻟﻠﺘﻌﺪاد‬ ‫اﻟﻤﺨﺘﻠﻔﺔ‬ ‫اﻷطﺮ‬ ‫ﺑﻠﻐﺖ‬ ، ‫اﻹﻗﺘﺼﺎدي‬‫ﯿﻨﺔ‬‫ھﻲ‬: ‫اﻟﻤﺴﺎﺣﯿﺔ‬ ‫اﻟﻌﯿﻨﺔ‬‫اﻟﻨﺎدرة‬ ‫اﻷﻧﺸﻄﺔ‬ ‫ﻻ‬ ‫اﻟﺘﻰ‬ ‫اﻟﻜﺒﺮى‬ ‫اﻟﻤﻨﺸﺂت‬ ‫اﻟﺠﺎرﯾﺔ‬ ‫اﻻﺣﺼﺎءات‬ ‫ﺗﺘﻀﻤﻨﮭﺎ‬ ‫اﻟﺼﺤﺔ‬ )‫اﻟﻄﺒﯿﺔ‬ ‫اﻟﻌﯿﺎدات‬( ‫و‬ ‫اﻟﻤﻨﺎﺟﻢ‬ ‫اﺳﺘﻐﻼل‬ ‫اﻟﻤﺤﺎﺟﺮ‬ ‫ﻣﺠﺎل‬ ‫ﻓﻰ‬ ‫ﺗﻌﻤﻞ‬ ‫اﻟﺘﻰ‬ ‫اﻟﻜﺒﺮى‬ ‫اﻟﻤﻨﺸﺂت‬ ‫واﻟﺘﺠﺰﺋﺔ‬ ‫اﻟﺠﻤﻠﺔ‬ ‫ﺗﺠﺎرة‬ ‫اﻟﺘﻌﻠﯿﻢ‬ )‫واﻟﺠﺎﻣﻌﺎت‬ ‫اﻟﻤﺪارس‬ ‫اﻟﺨﺎﺻﺔ‬(
  • 5. ‫اﻟﻌﯿﻨﺔ‬ ‫ﺗﺼﻤﯿﻢ‬ ‫اﻟﻌﯿﻨﺔ‬ ‫ﺗﺼﻤﯿﻢ‬ Sample weight ‫اﻷﻟﻰ‬ ‫اﻟﺘﺠﮭﯿﺰ‬ ‫اﻻﺧﻄﺎء‬ ‫ﺗﻨﻘﯿﺔ‬ ‫اﻻدﺧﺎل‬ ‫ﺑﺮاﻣﺞ‬
  • 6. ‫اﻻﺧﻄﺎء‬ ‫ﺗﻨﻘﯿﺔ‬ .1‫ﺗﻨﻘﯿﺔ‬‫اﻹدﺧﺎل‬ ‫ﻋﻤﻠﯿﺔ‬ ‫أﺛﻨﺎء‬ ‫اﻷﺧﻄﺎء‬:‫ﻣﺼﻤ‬ ‫اﻟﺒﺮﻧﺎﻣﺞ‬ ‫أن‬ ‫ﺣﯿﺚ‬‫ﻢ‬ ‫اﻹﻧﺘﻘﺎل‬ ‫ﻳﺘﻢ‬ ‫ﻻ‬ ‫ﻣﻨﻄﻘﻲ‬ ‫ﻏﯿﺮ‬ ‫ﺧﻄﺄ‬ ‫ﺣﺪوث‬ ‫ﺣﺎﻟﺔ‬ ‫ﻓﻲ‬ ‫أﻧﻪ‬ ‫ﻋﻠﻰ‬ ‫اﻟﺘﺎﻟﻲ‬ ‫ﻟﻠﺴﺆال‬. .2‫اﻹدﺧﺎل‬ ‫ﺑﻌﺪ‬ ‫اﻷﺧﻄﺎء‬ ‫ﺗﻨﻘﯿﺔ‬:‫ﻗﻮاﻋﺪ‬ ‫وﺿﻊ‬ ‫ﺗﻢ‬ ‫اﻟﻤﺮﺣﻠﺔ‬ ‫ھﺬه‬ ‫ﻓﻲ‬ ‫اﻟﻌﻤﻞ‬ ‫ﺗﻌﻄﻞ‬ ‫ﻟﻌﺪم‬ ‫ﻟﻠﻤﺪﺧﻠﯿﻦ‬ ‫وﺿﻌﮭﺎ‬ ‫ﻳﺘﻢ‬ ‫ﻟﻢ‬ ‫إﺿﺎﻓﯿﺔ‬ ‫أﺧﻄﺎء‬ ‫ﻓﺮﻳﻖ‬ ‫ﻗﺎم‬ ‫ﺣﯿﺚ‬ ‫اﻷﺧﻄﺎء‬ ‫ﻣﻦ‬ ‫اﻟﻤﺰﻳﺪ‬ ‫ﻹﻛﺘﺸﺎف‬ ‫وذﻟﻚ‬ ‫ﺑﺎﻹدﺧﺎل‬ ‫ﺑﺘﺼﺤﯿﺤﮭﺎ‬ ‫اﻵﻟﻲ‬ ‫اﻟﺘﺠﮭﯿﺰ‬ ‫ﺑﻮﺣﺪة‬ ‫اﻟﻌﻤﻞ‬. .3‫ﻋﻤﻞ‬‫ﺑﺮﻧﺎﻣﺞ‬ ‫ﺑﺎﺳﺘﺨﺪام‬ ‫أﺧﺮى‬ ‫أﺧﻄﺎء‬ ‫ﻗﻮاﻋﺪ‬SPSS‫ﺗﻢ‬ ‫وﺑﺬﻟﻚ‬ ‫ﺑﻨﺴﺒﺔ‬ ‫اﻟﻤﻌﺎﻳﻨﺔ‬ ‫ﻋﺪم‬ ‫أﺧﻄﺎء‬ ‫ﻣﻦ‬ ‫ﺧﺎﻟﻲ‬ ‫ﻣﻠﻔﺎت‬ ‫ﻋﻠﻰ‬ ‫اﻟﺤﺼﻮل‬ 100%
  • 7. ‫اﻟﻤﺆﺷﺮات‬ ‫اﺳﺘﺨﺮاج‬ .1‫ﺗﻢ‬‫ﻧﻮع‬ ‫ﺑﻜﻞ‬ ‫اﻟﺨﺎﺻﺔ‬ ‫واﻟﻤﺆﺷﺮات‬ ‫اﻟﺠﺪاول‬ ‫ﻹﺳﺘﺨﺮاج‬ ‫ﺑﺮﻧﺎﻣﺞ‬ ‫ﺗﺼﻤﯿﻢ‬‫ﻣﻦ‬ ‫اﻹﺳﺘﻤﺎرات‬ ‫أﻧﻮاع‬)11‫ﻧﻮع‬(. 2.‫ﺑ‬ ‫اﻹﻗﺘﺼﺎدي‬ ‫اﻟﺘﻌﺪاد‬ ‫ﺑﻤﻠﻔﺎت‬ ‫اﻟﺠﺎرﻳﺔ‬ ‫اﻹﺣﺼﺎﺋﯿﺎت‬ ‫ﻣﻠﻔﺎت‬ ‫رﺑﻂ‬ ‫ﺗﻢ‬‫ﻋﻤﻞ‬ ‫ﻌﺪ‬ ‫ﻣﺜ‬ ‫ﻣﻊ‬ ‫ﻳﺘﻤﺎﺷﻰ‬ ‫ﺑﻤﺎ‬ ‫اﻟﺠﺎرﻳﺔ‬ ‫اﻹﺣﺼﺎءات‬ ‫ﻣﻠﻔﺎت‬ ‫ﻋﻠﻰ‬ ‫اﻟﺘﺼﻮﻳﺒﺎت‬ ‫ﻛﺎﻓﺔ‬‫ﯿﻼﺗﮭﺎ‬ ‫أ‬ ‫ﻟﺠﻤﯿﻊ‬ ‫ﻛﺎﻣﻠﺔ‬ ‫ﺻﻮرة‬ ‫رﺳﻢ‬ ‫ﻣﻦ‬ ‫اﻟﺮﺑﻂ‬ ‫ذﻟﻚ‬ ‫ﺳﺎﻋﺪ‬ ‫وﻗﺪ‬ ‫اﻟﺘﻌﺪاد‬ ‫ﻣﻠﻔﺎت‬ ‫ﻣﻦ‬‫وﺟﻪ‬ ‫اﻹﻗﺘﺼﺎدي‬ ‫اﻟﻨﺸﺎط‬‫ﺑﺎﻟﺠﻤﮭﻮرﻳﺔ‬ ‫اﺳﺘﺨﺪام‬sampling error‫اﻟﺒﺤﺚ‬ ‫ﻧﺘﺎﺋﺞ‬ ‫ﻋﺮض‬ ‫ﻓﻲ‬.