Question

In: Statistics and Probability

The more costly and time consuming it is to export and import, the more difficult it...

The more costly and time consuming it is to export and import, the more difficult it is for local companies to be competitive and to reach international markets. As part of an initial investigation exploring foreign markets entry, 10 countries were selected from each of four global regions. The cost associated with importing a standardized cargo of goods by sea transport in these countries (in US$ per container) is stored in ForeignMarket2.

a) At the 0.05 level of significance, is there evidence of a difference in the mean cost of importing accross the four global regions?

b) If appropriate, determine which global regions differ in mean cost of importing.

d) Which global region(s) should you consider for foreign market entry? Explain.

Country RegionN CosttoexportUS$percontainer CosttoimportUS$percontainer
Singapore 1.00 460 440
Malaysia 1.00 525 560
Indonesia 1.00 572 647
Hong Kong SAR, China 1.00 590 565
Thailand 1.00 595 760
Vietnam 1.00 610 600
Taiwan, China 1.00 655 720
Philippines 1.00 755 915
Cambodia 1.00 795 930
China 1.00 823 800
Lithuania 2.00 750 800
Cyprus 2.00 865 1010
Montenegro 2.00 985 985
Turkey 2.00 990 1235
Bulgaria 2.00 1375 1365
Macedonia, FYR 2.00 1376 1380
Belarus 2.00 1460 2265
Romania 2.00 1485 1495
Ukraine 2.00 1880 2455
Russian Federation 2.00 2401 2595
Peru 3.00 890 1010
Chile 3.00 910 860
Costa Rica 3.00 1020 1070
Belize 3.00 1355 1580
Mexico 3.00 1499 1888
Jamaica 3.00 1580 2180
Argentina 3.00 1770 2320
Brazil 3.00 2323 2323
Colombia 3.00 2355 2470
Venezuela, RB 3.00 3490 3695
Egypt, Arab Rep. 4.00 625 790
Bahrain 4.00 810 870
Jordan 4.00 825 1235
Qatar 4.00 927 1050
Lebanon 4.00 1080 1365
Kuwait 4.00 1085 1250
Algeria 4.00 1270 1330
Saudi Arabia 4.00 1285 1309
Syrian Arab Republic 4.00 1995 2410
Iraq 4.00 3550 3650

Solutions

Expert Solution

a) from the results of anova from r studio ,

p value is 0.00264 which is less than 0.05(level of significance).

Therefore we reject null hypothesis at 5% level of significance . i.e. there is evidence of a difference in the mean cost of importing accross the four global regions.

b)

From the post hoc tukey test p value of pairs 1-2 and 1-3 are less than 0.05(level of significance).

Therefore region 1-2 and 1-3 differs significantly in mean cost of importing.

d) from the above results , we can conclude that region 1 is significantly different from 2,3. The mean cost of importing for the region 1 is significantly less than mean cost of importing of other regions. Therefore we should choose the region 1 for foreign market entry.


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