Analysis of Sales Promotion Effects on Household Purchase Behavior

More documents

Recommendations

Info

Table A7.2 continued Variable B 1 S.E. Sig Exp(B) B S.E. Sig Exp(B) B S.E. Sig Exp(B) Combined data Single-promotion records Decomposed multiple- (N=17,144) (N=4,886) promotion records (N=12,258) - Agriculture 0.1359 0.1382 0.3252 1.1456 -0.2045 0.2334 0.3808 0.8151 0.3302 0.1723 0.0554 1.3912 - Middle and Lower employee 0.0196 0.0637 0.7584 1.0198 0.1554 0.1040 0.1352 1.1681 -0.0780 0.0822 0.3451 0.9254 - Student 0.0220 0.1108 0.8430 1.0222 0.1881 0.1740 0.2797 1.2069 -0.0560 0.1479 0.7032 0.9452 CYCLE 0.0065 0.3224 0.0264 - single 0.3259 0.1052 0.0019 1.3853 0.2307 0.1626 0.1557 1.2595 0.3754 0.1412 0.0078 1.4555 - non-school age child -0.2740 0.0909 0.0026 0.7606 -0.2627 0.1427 0.0656 0.7690 -0.2440 0.1205 0.0431 0.7837 - older children -0.1700 0.0780 0.0292 0.8436 -0.0594 0.1253 0.6355 0.9423 -0.2580 0.1023 0.0117 0.7727 - family without children 0.1178 0.0593 0.0470 1.1250 0.0913 0.0960 0.3414 1.0956 0.1262 0.0778 0.1046 1.1345 VARSEEK1 0.0378 0.1122 0.7363 1.0385 -0.1907 0.1902 0.3160 0.8264 0.1816 0.1425 0.2027 1.1991 VARSEEK2 -0.1870 0.0341 0.0000 0.8292 -0.2562 0.0571 0.0000 0.7740 -0.1250 0.0435 0.0041 0.8827 SHOPSHAR -0.0270 0.0316 0.3886 0.9731 0.0439 0.0499 0.3786 1.0449 -0.0720 0.0420 0.0858 0.9303 NCHAINS 0.0735 0.0432 0.0890 1.0763 0.0876 0.0737 0.2345 1.0916 0.0637 0.0549 0.2458 1.0658 BASKET 0.0936 0.0357 0.0088 1.0981 0.0452 0.0605 0.4555 1.0462 0.1151 0.0450 0.0104 1.1220 SHOPFREQ -0.0460 0.0071 0.0000 0.9555 -0.0942 0.0121 0.0000 0.9101 -0.0170 0.0090 0.0546 0.9828 XD 3 0.6992 0.1685 0.0000 2.0122 0.3996 0.2821 0.1567 1.4912 0.8747 0.2132 0.0000 2.3982 XDF 1.2839 0.1793 0.0000 3.6109 0.6637 0.3138 0.0344 1.9419 1.5956 0.2228 0.0000 4.9313 XDP 1.1372 0.1763 0.0000 3.1179 1.1151 0.3040 0.0002 3.0498 1.1592 0.2205 0.0000 3.1873 XFP 1.5408 0.1667 0.0000 4.6684 1.5407 0.2791 0.0000 4.6678 1.5909 0.2114 0.0000 4.9082 XDFP 2.1490 0.1616 0.0000 8.5762 2.0158 0.2691 0.0000 7.5064 2.2429 0.2054 0.0000 9.4205 X * 3.1297 0.0718 0.0000 22.868 3.1192 0.1264 0.0000 22.629 3.2132 0.0888 0.0000 24.857 X other -0.5970 0.0582 0.0000 0.5507 X *other -0.2450 0.1245 0.0492 0.7829 -0.2340 0.1255 0.0627 0.7917 Constant FIT MEASURES -5.5740 0.3142 0.0000 -5.1030 0.5068 0.0000 -6.5610 0.4064 0.0000 Nagelkerke R2 0.34 0.31 Percentage Correctly Classified 89.39% 91.27% 3 The estimated effects <strong>of</strong> the different promotion types are relative to the effect <strong>of</strong> feature promotions. 243
Table A7.3: Results binary logistic regression analysis for promotion response Variable N1 N2 B 1 S.E. Sig Exp(B) B S.E. Sig Exp(B) Record Hh Age and size linear, with cycle Age and size categorical, without cycle SOCCLASS 0.0000 0.0000 - D 1200 10 -0.6430 0.1084 0.0000 0.5259 -0.5726 0.1088 0.0000 0.5641 - C 5511 47 0.2549 0.0661 0.0001 1.2904 0.1960 0.0670 0.0034 1.2165 - B-, B+, A 9797 99 0.3878 0.0620 0.0000 1.4737 0.3766 0.0625 0.0000 1.4573 SIZE 0.2544 0.0474 0.0000 1.2897 0.0000 - 1 2233 32 -0.1412 0.0820 0.0851 0.8683 - 2 5896 63 -0.2244 0.0605 0.0002 0.799 - 3 3893 23 0.0450 0.0635 0.4785 1.046 - 4 3478 27 0.2265 0.0596 0.0001 1.2543 - >=5 811 11 0.0941 0.1113 0.3978 1.0986 TYPE OF RESIDENCE 0.0000 0.0000 - single family 1550 17 -0.3330 0.0949 0.0005 0.7170 -0.3193 0.0995 0.0013 0.7267 house - town house 11589 97 0.3708 0.0582 0.0000 1.4489 0.3630 0.0570 0.0000 1.4376 - apartment 2220 29 0.0493 0.083 0.5527 1.0505 0.1326 0.0825 0.1079 1.1418 - other type 1149 12 -0.0870 0.1065 0.4121 0.9163 -0.1764 0.1026 0.0856 0.8383 PROPERTY 8459 80 -0.0420 0.0361 0.2452 0.9589 0.0464 0.0350 0.1846 1.0475 POSESSION AGE 0.1673 0.0227 0.0000 1.1821 0.0000 - 20-34 3472 35 -0.6000 0.0563 0.0000 0.5488 - 35-49 7241 57 0.0600 0.0480 0.2111 1.0619 - >=50 EDUCATION 5598 64 0.5400 0.0605 0.0000 1.7160 2 EDUCRES_STA NDARD 0.0013 0.2138 0.9950 1.0013 0.1334 0.2150 0.5350 1.1427 EDUCRES_LO WER -0.2484 0.1044 0.0174 0.7801 -0.1797 0.1056 0.0886 0.8355 EDUCRES_MID 0.1324 0.0858 0.1226 1.1416 0.2011 0.0897 0.0250 1.2228 DLE EMPLOYMENT SITUATION SHOPPER 0.0000 0.0000 - paid job 11924 100 0.5352 0.0769 0.0000 1.7078 0.4629 0.0748 0.0000 1.5887 - social security 2408 25 0.2972 0.0886 0.0008 1.3461 0.2014 0.0891 0.0237 1.2232 - school 533 8 -0.6970 0.1433 0.0000 0.4983 -0.6992 0.1440 0.0000 0.497 - housewife/house husband 1625 23 -0.1360 0.0985 0.1681 0.8730 0.0349 0.0980 0.7222 1.0355 JOB SECTOR BREADWINNER 0.0132 0.3677 continued 1 In general, the estimated effects <strong>of</strong> each categorical variable is relative to the average effect <strong>of</strong> that variable. 2 The estimated effects <strong>of</strong> education are corrected for social class and relative to the highest level <strong>of</strong> education. 244
Page 1 and 2:
LINDA H. TEUNTER Analysis</
Page 4 and 5:
Analysis o
Page 6 and 7:
Voorwoord Soms valt de appel echt n
Page 8 and 9:
Contents 1 INTRODUCTION AND OVERVIE
Page 10 and 11:
5.4.2.3.1 Inter Purchase Time .....
Page 12 and 13:
1 INTRODUCTION AND OVERVIEW 1.1 Int
Page 14 and 15:
generally generated from a smaller
Page 16 and 17:
switching, purchase acceleration, c
Page 18 and 19:
strategy change (decrease in promot
Page 20 and 21:
of promotions, or
Page 22 and 23:
characteristics are important in ex
Page 24:
Chapter 5 are applied to study the
Page 28 and 29:
2 THEORIES OF CONSUMER BUYING BEHAV
Page 30 and 31:
systematically explored the decisio
Page 32 and 33:
the part of the co
Page 34 and 35:
As mentioned before, Figure 2.3 is
Page 36 and 37:
product use coupled with the import
Page 38 and 39:
2.3.2 Stimulus-Response Model Appli
Page 40 and 41:
2.3.2.2 Operant Conditioning In ope
Page 42 and 43:
X is very popular that it will brin
Page 44 and 45:
But, in contrast, economic theory c
Page 46 and 47:
compared to a perceived benchmark -
Page 48 and 49:
High need-for-cognition (NFC) indiv
Page 50 and 51:
2.3.4.2 Literature Overview Our rev
Page 52 and 53:
The previously described research h
Page 54 and 55:
has its deficiencies. Any purchase
Page 56 and 57:
Chandon et al. 2000). But deal pron
Page 58 and 59:
2.4 Concluding Remarks Regarding th
Page 60:
stimulus-organism-response model) c
Page 63 and 64:
Shoemaker 1987). Several factors ha
Page 65 and 66:
such as display promotions. Althoug
Page 67 and 68:
3.2.3 Type of resi
Page 69 and 70:
3.2.5 Education Education links to
Page 71 and 72:
these advantages therefore could be
Page 73 and 74:
less likely to seek variety. More e
Page 75 and 76:
3.3.1 Store Loyalty Store loyalty s
Page 77 and 78:
more often (probab
Page 79 and 80:
Table 3.12 continued Hypothesis H9a
Page 81 and 82:
4.2.1 Brand Switching Brand switchi
Page 83 and 84:
involvement purchases for most cons
Page 85 and 86:
Neslin (1998), there is a great nee
Page 87 and 88:
are called “attributions.” Attr
Page 89 and 90:
and less than 2 percent by stockpil
Page 91 and 92:
into a unit sales decomposition and
Page 93 and 94:
4.3.4 Storability/Perishability Sto
Page 95 and 96:
Economic theory ignores mental deci
Page 97 and 98:
seeking (cf. Assael 1987, Desphande
Page 99 and 100:
there another factor that is relate
Page 101 and 102:
Pr(event) 90 = 1+ 1 z e − Here Z
Page 103 and 104:
5.4.2 Sales <stron
Page 105 and 106:
It represents the fraction
Page 107 and 108:
96 We measure possible time acceler
Page 109 and 110:
promotional post-promotional purcha
Page 111 and 112:
( 12) CategoryExpansion effect : 10
Page 114:
PART II EMPIRICAL ANALYSIS 103
Page 117 and 118:
more persons living together and di
Page 119 and 120:
6.4 Linking Household and Store Dat
Page 121 and 122:
Table 6.1 contains the results <str
Page 123 and 124:
The age of the sho
Page 125 and 126:
Table 6.4: Frequency distribution <
Page 128 and 129:
7 EMPIRICAL ANALYSIS ONE: DRIVERS O
Page 130 and 131:
Table 7.1: Operationalization <stro
Page 132 and 133:
during 435 shopping trips more than
Page 134 and 135:
The variables size, age, and cycle
Page 136 and 137:
7.5 Results Drivers of</str
Page 138 and 139:
esponsive the households within tha
Page 140 and 141:
Table 7.3: Relationship promotion r
Page 142 and 143:
indication that decreasing marginal
Page 144 and 145:
Page 146 and 147:
Page 148 and 149:
Table 7.10: Relationship promotion
Page 150 and 151:
Page 152 and 153:
Page 154 and 155:
7.5.2.8 Variety Seeking Two intrins
Page 156 and 157:
anymore. Therefore it is concluded
Page 158 and 159:
Thus, store loyalty and promotion r
Page 160 and 161:
dummies add up to one. This implies
Page 162 and 163:
Table 7.22: Overview empirical test
Page 164 and 165:
enacting-on-impulse hypothesis and
Page 166 and 167:
Table 7.23: Summary of</str
Page 168:
Table 7.24: Correlation error coeff
Page 171 and 172:
another category? Or do households
Page 173 and 174:
and unweighted. With respect to the
Page 175 and 176:
164 In general, the average quantit
Page 177 and 178:
Purchase frequency is defined as th
Page 179 and 180:
Table 8.3: Product category rating
Page 181 and 182:
Table 8.4: Pearson correlation betw
Page 183 and 184:
We hypothesized that within impulse
Page 185 and 186:
measure (PU). Referring to Figure A
Page 187 and 188:
Table 8.6: Significant within categ
Page 189 and 190:
looked at this promotional bump dec
Page 191 and 192:
Table 8.8: Differences in promotion
Page 193 and 194:
approach (about one third) are much
Page 195 and 196:
promotions lead to large purchase t
Page 197 and 198:
studies. Promotion
Page 199 and 200:
Promotional extra
Page 201 and 202:
categories revealed that the strong
Page 203 and 204: degree. When households switch bran
Page 205 and 206: specific sales promotion reaction m
Page 207 and 208: increasing (Inman and Winer 1998),
Page 209 and 210: indirectly from promotional purchas
Page 211 and 212: quantity downward for potato chips.
Page 213 and 214: 9.2.2.3 Deal Proneness With respect
Page 215 and 216: 204 related to promotion response.
Page 217 and 218: influenced by out-of</stron
Page 219 and 220: Andrews, K.Z. (1997), “Do Marketi
Page 221 and 222: Blattberg, R.C., Eppen, G.D. and J.
Page 223 and 224: Chintagunta, P. (1993), “Investig
Page 225 and 226: East, R. and K. Hammond (1996), “
Page 227 and 228: Gupta, Sachin and P.K. Chintagunta
Page 229 and 230: Kahn, B.E., Morrison, D.G.and G.P.
Page 231 and 232: Lattin, J.M. and R.E. Bucklin (1989
Page 233 and 234: McAlister, L. and E. Pessemier (198
Page 235 and 236: Petty, R.E. and J.T. Cacioppo (1981
Page 237 and 238: Shimp, T.A. (1990). Promoti
Page 239 and 240: Van Trijp, H.C.M. and J.B.E.M. Stee
Page 241 and 242: Winer, R.S., Bucklin, R.E., Deighto
Page 244 and 245: APPENDIX A4: Research Overview Tabl
Page 246: Table A4.1 continued Article Promot
Page 249 and 250: � Size of munici
Page 251 and 252: Table A7.1 continued Symbol Descrip
Page 253: Table A7.2: Data legitimacy check (
Page 257 and 258: Table A7.4: Results interacting wit
Page 259 and 260: Table A7.5: Results age and size no
Page 261 and 262: Table A7.5 continued Variable B S.E
Page 263 and 264: Table A8.1 continued Impulse BS TA
Page 265 and 266: Table A8.2 continued Number <strong
Page 267 and 268: Table A8.3: Relative occurrence and
Page 269 and 270: Figure A8.2: Decomposing total prom
Page 271 and 272: interessante aanbieding is. Combina
Page 273 and 274: aantalmerken in een categorie en im
Page 276 and 277: ERASMUS RESEARCH INSTITUTE OF MANAG
Page 278 and 279: Title: Beyond Generics;A closer loo
Page 280 and 281: Title: Planning and Control Concept
show all

Analysis of Sales Promotion Effects on Household Purchase Behavior

Create successful ePaper yourself

Delete template?

Save as template?