The authors suggest that learning is an important factor in electronic environments and that efficiency resulting from learning can be modeled with the power law of practice. They show that most Web sites can be characterized by decreasing visit times and that generally those sites with the fastest learning curves show the highest rates of purchasing.
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References
1.
AlbaJoseph W., LynchJohn, WeitzBarton, JaniszewskiChris, LutzRichard, SawyerAlan, and WoodStacy, (1997), “Interactive Home Shopping: Consumer, Retailer, and Manufacturer Incentives to Participate in Electronic Marketplaces,”Journal of Marketing, 61(July), 38–53.
AndersonJohn R., (1983), “Retrieval of Information from Long-Term Memory,”Science, 220(April), 25–30.
4.
ArgoteLinda, (1993), “Group and Organizational Learning Curves: Individual, System and Environmental Components,”British Journal of Social Psychology, 32(March), 31–51.
5.
BairJ.H., (1902), “The Practice Curve: A Study in the Formation of Habits,”Psychological Monographs, 5(2), 1–70.
BrynjolfssonErik, and SmithMichael D., (2000), “Frictionless Commerce? A Comparison of Internet and Conventional Retailers,”Management Science, 46(April), 563–85.
8.
CardStuart K., EnglishWilliam K., and BurrBetty J., (1978), “Evaluation of Mouse, Rate-Controlled Isometric Joystick, Step Keys, and Text Keys for Text Selection on a CRT,”Ergonomics, 21(August), 601–13.
9.
CardStuart K., EnglishWilliam K., and BurrBetty J., MoranThomas P., and NewellAllen, (1983), The Psychology of Human-Computer Interaction.Hillsdale, NJ: Lawrence Erlbaum Associates.
10.
ClemonsEric K., HannIl-Horn, and HittLorin M., (2002), “Price Dispersion and Differentiation in Online Travel: An Empirical Investigation,”Management Science, 48(April), 534–49.
CrossmanE.R.F.W., (1959), “A Theory of the Acquisition of Speed-Skill,”Ergonomics, 2(February), 153–66.
13.
DelaneyPeter F., RederLynne M., StaszewskiJames J., and RitterFrank E., (1998), “The Strategy-Specific Nature of Improvement: The Power Law Applies by Strategy Within Task,”Psychological Science, 9(January), 1–7.
14.
DrèzeXavier, and ZufrydenFred, (1998), “Is Internet Advertising Ready for Prime Time?”Journal of Advertising Research, 38(May/June), 7–18.
15.
EppleDennis, ArgoteLinda, and DevadasRukmini, (1991), “Organizational Learning Curves: A Method for Investigating Intra-Plant Transfer of Knowledge Acquired Through Learning by Doing,”Organization Science, 2(February), 58–70.
16.
HirschWerner Z., (1952), “Manufacturing Progress Functions,”Review of Economics and Statistics, 34(May), 143–55.
17.
HoffmanDonna L., and NovakThomas P., (1996), “Marketing in Hypermedia Computer-Mediated Environments: Conceptual Foundations,”Journal of Marketing, 60(July), 50–68.
18.
HunterJohn E., and SchmidtFrank L., (1990), Methods of Meta-Analysis: Correcting Error and Bias in Research Findings.Thousand Oaks, CA: Sage Publications.
19.
IrwinJulie R., and McClellandGary H., (2001), “Misleading Heuristics and Moderated Multiple Regression Models,”Journal of Marketing Research, 38(February), 100–109.
20.
JaccardJames, TurrisiRobert, and WanChoi K., (1990), Interaction Effects in Multiple Regression.Newbury Park, CA: Sage Publications.
21.
JohnsonEric J., MoeWendy, FaderPete, BellmanSteve, and LohseJerry, (2002), “On the Depth and Dynamics of Online Search Behavior,” working paper, Columbia Business School, New York, (accessed January 8, 2003), [available at http://www.cebiz.org/downloads/search_depthdynamics.pdf/].
22.
KahnBarbara E., and McAlisterLeigh, (1997), Grocery Revolution: The New Focus on the Consumer.Reading, MA: Addison-Wesley.
23.
KlempererPaul, (1995), “Competition When Consumers Have Switching Costs: An Overview with Applications to Industrial Organization, Macroeconomics, and International Trade,”Review of Economic Studies, 62(4), 515–39.
24.
KolersPaul A., (1975), “Memorial Consequences of Automatized Encoding,”Journal of Experimental Psychology: Human Learning and Memory, 1(November), 689–701.
25.
LalRajiv, and SarvaryMiklos, (1999), “When and How Is the Internet Likely to Decrease Price Competition?”Marketing Science, 18(4), 485–503.
26.
LorchRobert F., and MyersJerome L., (1990), “Regression Analysis of Repeated Measures Data in Cognitive Research,”Journal of Experimental Psychology: Learning, Memory, & Cognition, 16(January), 149–57.
27.
LynchJohn G.Jr., and ArielyDan, (2000), “Wine Online: Search Costs Affect Competition on Price, Quality, and Distribution,”Marketing Science, 19(Winter), 83–103.
28.
MillerGeorge A., (1958), “Free Recall of Redundant Strings of Letters,”Journal of Experimental Psychology, 56(December), 485–91.
29.
MoeWendy W., and FaderPeter S., (2001), “Uncovering Patterns in Cybershopping,”California Management Review, 43(Summer), 106–117.
30.
MurrayKyle B., and HäublGerald, (2002), “The Fiction of No Friction: A User Skills Approach to Cognitive Lock-In,” in Advances in Consumer Research, Vol. 29, BroniarczykSusan M., and NakamotoKent, eds. Valdosta, GA: Association for Consumer Research, 11–18.
31.
NeisserUlric, NovickRobert, and LazarRobert, (1963), “Searching for Ten Targets Simultaneously,”Perceptual and Motor Skills, 17(3), 955–61.
32.
NewellAllen, and RosenbloomPaul S., (1981), “Mechanisms of Skill Acquisition and the Law of Practice,” in Cognitive Skills and Their Acquisition, AndersonJohn R., ed. Hillsdale, NJ: Lawrence Erlbaum Associates, 1–55.
33.
NiebelBenjamin W., (1972), Motion and Time Study, 5th ed. Homewood, IL: Richard D. Irwin.
NielsenJakob, (2000), “Why Doc Searls Doesn't Sell Any Books,”Alert-box, (August 6), (accessed January 8, 2003), [available at http://www.useit.com/alertbox/20000806.html].
36.
NovakThomas P., and HoffmanDonna L., (1997), “New Metrics for New Media: Toward the Development of Web Measurement Standards,”World Wide Web Journal, 2(Winter), 213–46.
37.
NovakThomas P., and HoffmanDonna L., and YungYiu-Fai, (2000), “Measuring the Customer Experience in Online Environments: A Structural Modeling Approach,”Marketing Science, 19(Winter), 22–42.
PayneJohn W., (1976), “Task Complexity and Contingent Processing in Decision-Making: An Information Search and Protocol Analysis,”Organizational Behavior and Human Performance, 16(August), 366–87.
40.
PayneJohn W., BettmanJames R., and JohnsonEric J., (1993), The Adaptive Decision Maker.New York: Cambridge University Press.
41.
RosenbloomPaul, and NewellAllen, (1987), “Learning by Chunking: A Production System Model of Practice,” in Production System Models of Learning and Development, KlahrDavid, LangleyPat, and NechesRobert, eds. Cambridge, MA: MIT Press, 221–86.
42.
SalopSteven C., (1979), “Monopolistic Competition with Outside Goods,”Bell Journal of Economics, 10(Spring), 141–56.
43.
SchonbergEdith, CofinoThomas, HochRobert, PodlaseckMark, and SpraragenSusan L., (2000), “Measuring Success,”Communications of the ACM, 43(August), 53–57.
44.
SeibelRobert, (1963), “Discrimination Reaction Time for a 1,023 Alternative Task,”Journal of Experimental Psychology, 66(3), 215–26.
45.
Servan-SchreiberEmile, and AndersonJohn R., (1990), “Learning Artificial Grammars with Competitive Chunking,”Journal of Experimental Psychology: Learning, Memory, & Cognition, 16(July), 592–608.
46.
ShapiroCarl, and VarianHal R., (1999), Information Rules: A Strategic Guide to the Network Economy.Boston, MA: Harvard Business School Press.
47.
ShuganStephen M., (1980), “The Cost of Thinking,”Journal of Consumer Research, 7(September), 99–111.
48.
SmithMichael D., and BrynjolfssonErik, (2001), “Consumer Decision-Making at an Internet Shopbot: Brand Still Matters,”Journal of Industrial Economics, 49(4), 541–58.
49.
SnoddyG.S., (1926), “Learning and Stability,”Journal of Applied Psychology, 10(February), 1–36.
50.
StiglitzJoseph E., (1989), “Imperfect Information in the Product Market,” in Handbook of Industrial Organization, SchmalenseeRichard, and WilligRobert, eds. New York: North Holland, 769–847.
51.
SwiftEdgar James, (1904), “The Acquisition of Skill in Type-Writing; A Contribution to the Psychology of Learning,”Psychological Bulletin, 1(August), 295–305.
52.
ThurstoneL.L., (1937), “Psychology as a Quantitative Rational Science,”Science, 85(March 5), 228–32.
53.
WestPatricia M., ArielyDan, BellmanSteve, BradlowEric, HuberJoel, JohnsonEric, KahnBarbara, LittleJohn, and SchkadeDavid, (1999), “Agents to the Rescue?”Marketing Letters, 10(August), 285–300.
54.
WilliamsonOliver E., (1975), Markets and Hierarchies: Analysis and Antitrust Implications.New York: The Free Press.
ZaubermanGal, (2002), “Lock-In Over Time: Time Preferences, Prediction Accuracy, and the Information Cost Structure,” in Advances in Consumer Research, Vol. 29, BroniarczykSusan M., and NakamotoKent, eds. Valdosta, GA: Association for Consumer Research, 9–10.
57.
ZeffRobbin, and AronsonBrad, (1999), Advertising on the Internet, 2d ed. New York: John Wiley & Sons.