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Author order and research quality.


JEL Classification: A10, J20, Z00

1. Introduction

The assignment of property rights is an integral aspect of any tree-market economic system. Indeed, it is well known that property rights matter and that better specified property rights lead to higher output and productivity. Curiously, the assignment of intellectual property rights in academic markets, as manifested by author orderings, exhibits a substantial amount of heterogeneity het·er·o·ge·ne·i·ty
n.
The quality or state of being heterogeneous.



heterogeneity

the state of being heterogeneous.
. We observe this heterogeneity both across and within various academic disciplines.

Consider first the comparison across disciplines. Nearly 90% of the papers published in major economics journals such as the Journal of Political Economy (JPE JPE Journal of Political Economy
JPE Jump If Parity Even
JPE Journal of Private Equity
JPE Joel Plaskett Emergency (Halifax, Nova Scotia band)
JPE Japanese Pharmaceutical Excipients
JPE Truncated JPEG file extension
), American Economic Review (AER), and the Quarterly Journal of Economics The Quarterly Journal of Economics, or QJE, is an economics journal published by the Massachusetts Institute of Technology and edited at Harvard University's Department of Economics. Its current editors are Robert J. Barro, Edward L. Glaeser and Lawrence F. Katz.  (QJE QJE Quarterly Journal of Economics ) use alphabetized al·pha·bet·ize  
tr.v. al·pha·bet·ized, al·pha·bet·iz·ing, al·pha·bet·iz·es
1. To arrange in alphabetical order.

2. To supply with an alphabet.
 listings (Engers et al. 1999). In contrast, only about 30% of the papers published in major biological journals such as Biological Bulletin, Quarterly Review of Biology, and the Journal of Experimental Biology employ alphabetized listings (Laband and Tollison 2000). These differences in author orderings are statistically significant, even when the comparison is restricted to works completed by two-author teams. A further examination of author attributions across academic disciplines confirms the extent of heterogeneity across disciplines. Table 1 (reproduced from Engers et al. 1999) reports findings pertaining per·tain  
intr.v. per·tained, per·tain·ing, per·tains
1. To have reference; relate: evidence that pertains to the accident.

2.
 to the rates of alphabetization al·pha·bet·ize  
tr.v. al·pha·bet·ized, al·pha·bet·iz·ing, al·pha·bet·iz·es
1. To arrange in alphabetical order.

2. To supply with an alphabet.
 across several academic disciplines. The disciplines examined include economics and seven additional academic disciplines. Interestingly, we observe that while those disciplines closest to economics (finance, economic history, and law) exhibit the same lexicographic lex·i·cog·ra·phy  
n.
The process or work of writing, editing, or compiling a dictionary.



[lexico(n) + -graphy.
 convention, the physical sciences (chemistry and medicine) employ alphabetical listings at a rate that is closer to 50%. In addition, fields like sociology and psychology also employ alphabetical listings at a rate that is closer to 50%.

Consider next the comparison within a given discipline. With data that we collected for the period 1998-2000, Table 2 reports the rate of alphabetization for top tier and second tier economics journals. The top tier journals include JPE, AER, and QJE, while the second tier journals include Atlantic Economic Journal (AEJ AEJ Apache Escort Jammer
AEJ Arbeitsgemeinschaft der Evangelischen Jugend in der Bundesrepublik Deutschland eV (German: Federation of Protestant Youth in the Federal Republic of Germany)
AEJ Ashley Elizabeth Jewelers
), Economic Inquiry (EI), and Southern Economic Journal (SEJ SEJ Seven-Eleven Japan
SEJ Society for Environmental Journalists
). On the whole, there is a slight increase in the rate of alphabetization in the top tier journals from the earlier period of 1978-1997. More strikingly, we notice that the top tier journals have a markedly higher rate of alphabetization than the second tier journals (92.6% vs. 78.3%, z = 3.82, p < 0.01). This difference within the same discipline is indeed surprising. Similarly, in a recent paper, Laband and Tollison (2002) report that the rate of alphabetization varies dramatically between two closely related disciplines--economics and agricultural economics Agricultural economics originally applied the principles of economics to the production of crops and livestock - a discipline known as agronomics. Agronomics was a branch of economics that specifically dealt with land usage. . Analyzing data for both the American Economic Review (AER) and American Journal of Agricultural Economics (AJAE AJAE American Journal of Agricultural Economics ), they find that the majority of AER articles are listed alphabetically al·pha·bet·i·cal   also al·pha·bet·ic
adj.
1. Arranged in the customary order of the letters of a language.

2. Of, relating to, or expressed by an alphabet.
. In contrast, alphabetical and nonalphabetical papers are almost evenly divided at the AJAE. Further, the rate of alphabetization at AER has shown an increasing trend over the period 1981-1996, whereas the rate of alphabetization at AJAE has remained relatively flat. They find these differences to be particularly surprising since the training and methodologies employed by both types of scholars--economists and agricultural economists--are very similar.

Before we investigate the mechanism underlying this heterogeneity, it is natural to ask: Do authors care about author ordering? Casual observation and anecdotal evidence anecdotal evidence,
n information obtained from personal accounts, examples, and observations. Usually not considered scientifically valid but may indicate areas for further investigation and research.
 suggests that they do. For example, in the medical field, Riesenberg and Lundberg (1990, p. 1857) report that "some landmark studies are known by the name of their first author, lending support to the impression that, by being listed first, he or she played a pivotal role in performing the work and writing the article." Riesenberg and Lundberg further write that obtaining "first-listed author versus, say, sixth on a major article can carry substantial weight in the attainment of those academic rewards to which investigators rightly aspire as·pire  
intr.v. as·pired, as·pir·ing, as·pires
1. To have a great ambition or ultimate goal; desire strongly: aspired to stardom.

2.
."

If authors do care about author orderings, then systematic departures from a 50% rate of alphabetization within two-author teams are a real puzzle. In other words Adv. 1. in other words - otherwise stated; "in other words, we are broke"
put differently
, collaborators striving for priority will lead to a situation in which alphabetical listings and nonalphabetical listings coexist co·ex·ist  
intr.v. co·ex·ist·ed, co·ex·ist·ing, co·ex·ists
1. To exist together, at the same time, or in the same place.

2.
 with equal frequency. Thus, we ask (i) What is the underlying mechanism that determines the allocation of intellectual property rights in academic markets? (ii) Can the observed heterogeneity in listing practices be explained by generally accepted differences across academic markets? (iii) Will research quality increase if journal owners mandate that author listings reflect relative contributions, and (iv) What is to be made, say, of an increasing trend in alphabetization at a given journal? Clearly, the answer to the former two questions is of great theoretical interest to scholars of economics. In addition, the answer to the latter two questions might help enhance the functioning of various organizations that are intimately associated with the knowledge production process (e.g., journal boards, professional societies, etc.).

Others have attempted to explain the mechanism underlying author listings. However, these explanations are not without limitations. Engers et al. (1999), for example, employ a game-theoretic framework and suggest that alphabetical listings in economics arise as a result of a signaling equilibrium between authors and the market. While this helps explain the high incidence of alphabetized listings in economics, it cannot explain the lack of alphabetization in related disciplines such as agricultural economics. It also fails to explain the lower levels of alphabetization found in other disciplines. In addition, Engers et al. derive the result that if coauthors are compelled to use a nonalphabetized or priority listing of contributions, the quality of research will go up. In effect, with nonequal property rights assignment, authors will supply more effort to have higher priority, resulting in higher quality research output. However, in a recent paper, Laband and Tollison (2002) find that the quality of published papers, as measured by the number of citations over a five-year period, actually increases with alphabetization. This finding thus "contradicts" the prescription emerging from the theoretical work of Engers et al. As such, it calls for a different mechanism to represent the assignment of intellectual property rights in academic markets.

Laband and Tollison (2000) provide a somewhat different explanation for the lexicographic norm prevalent in economics journals. They suggest that the field of economics is characterized char·ac·ter·ize  
tr.v. character·ized, character·iz·ing, character·iz·es
1. To describe the qualities or peculiarities of: characterized the warden as ruthless.

2.
 by a relatively high degree of intellectual collaboration. As such, alphabetized listings serve as a form of pay compression and facilitate the collaborative process. Indeed, this is the argument made for pay compression in industrial settings (Lazear 1989). However, this argument also is subject to limitations. While it is easy to understand how pay compression can facilitate cooperation in an industrial setting where enterprise-wide cooperation may be beneficial, it is less clear how pay compression can facilitate cooperation in the production of academic research. In contrast to the zero-sum nature of industrial settings, the production of academic research has more of a positive-sum flavor. That is, in the presence of steep pay differences, a manager may obtain personal benefit if his (or her) second-rate project succeeds over the first-rate project of a competitive manager. In contrast, every author is better off by creating research, even with a second-author attribution at·tri·bu·tion  
n.
1. The act of attributing, especially the act of establishing a particular person as the creator of a work of art.

2.
, than not creating research at all. Thus, in these settings, the motivation for sabotage sabotage [Fr., sabot=wooden shoe; hence, to work clumsily], form of direct action by workers against employers through obstruction of work and/or lowering of plant efficiency. Methods range from peaceful slowing of production to destruction of property.  is much reduced.

Given these limitations, we extend the literature by developing an alternative view of the manner in which intellectual property rights are assigned in academic markets. Our conceptualization con·cep·tu·al·ize  
v. con·cep·tu·al·ized, con·cep·tu·al·iz·ing, con·cep·tu·al·iz·es

v.tr.
To form a concept or concepts of, and especially to interpret in a conceptual way:
 is stochastic By guesswork; by chance; using or containing random values.

stochastic - probabilistic
 in nature, and we focus on two-author teams. We believe that authors do indeed care about how intellectual property rights are assigned. As such, each individual within the team supplies a high level of effort to obtain priority in author listings. However, research is a creative process in that realized contributions are drawn randomly from a distribution (uniform). The rule for author assignments involves comparing the realized contributions, with a small tolerance level to incorporate bargaining costs. We then employ simulations to compute To perform mathematical operations or general computer processing. For an explanation of "The 3 C's," or how the computer processes data, see computer.  the rate of alphabetization as a function of the stringency with which papers are accepted for publication. We also examine differences in quality between alphabetical and nonalphabetical papers that have cleared the publication hurdle HURDLE, Eng. law. A species of sledge, used to draw traitors to execution. .

Our stochastic conceptualization is consistent with two empirical regularities associated with author orderings. We find that the rate of alphabetization increases in the publication hurdle. And, conditional on clearing the publication hurdle, quality increases with alphabetization. The ability of our stochastic model to predict these empirical regularities gives us confidence regarding its ability to capture the underlying mechanism behind the assignment process. As such, they support our view that the production of research is inherently a creative process. Moreover, it suggests that intradisciplinary and interdisciplinary in·ter·dis·ci·pli·nar·y  
adj.
Of, relating to, or involving two or more academic disciplines that are usually considered distinct.


interdisciplinary
Adjective
 differences can potentially be accounted for by differences in the publication hurdle.

This view of the assignment of intellectual property rights has two important policy implications. First, despite heterogeneity in listing practices, authors uniformly strive to achieve priority in author listings. As such, mandating that authors list by relative contributions is unlikely to enhance the quality of research. Further, an increasing trend in alphabetization, as seen in economics journals, is a sign of a more stringent review process. Thus, contrary to intuition intuition, in philosophy, way of knowing directly; immediate apprehension. The Greeks understood intuition to be the grasp of universal principles by the intelligence (nous), as distinguished from the fleeting impressions of the senses. , journal owners should be pleased with greater rates of alphabetization over time. Conversely con·verse 1  
intr.v. con·versed, con·vers·ing, con·vers·es
1. To engage in a spoken exchange of thoughts, ideas, or feelings; talk. See Synonyms at speak.

2.
, all else equal, journal owners should be concerned when they observe a decrease in the rate of alphabetization over time.

The rest of the paper is organized as follows. We first briefly review the literature. We then describe our model and our simulation approach. Next, we present the findings from our simulation runs. Finally, we conclude by outlining the implications of our research.

2. Literature Review

We begin by describing the work of Engers et al. (1999). As mentioned previously, their objective is to provide a theoretical explanation for the widespread use of alphabetical name orderings in economics. They construct a model that resolves the tension between the apparent convention of lexicographic ordering and the interests of authors in sending a more informative signal. They model bargaining as taking place after coauthors have full information regarding their relative contributions toward the overall quality of the paper.

Engers et al. point out that author listings are imperfect imperfect: see tense.  indicators of research input in that they have an asymmetric A difference between two opposing modes. It typically refers to a speed disparity. For example, in asymmetric operations, it takes longer to compress and encrypt data than to decompress and decrypt it. Contrast with symmetric. See asymmetric compression and public key cryptography.  property. A nonalphabetical name order sends a clear signal to the market that the author who is listed first has actually contributed more and should receive a greater proportion of the credit. On the other hand, conforming to the lexicographic ordering sends a mixed signal to the market that places some weight on the possibility that the first author in that instance might have actually contributed more. As a result, reversals harm authors whose name is earlier in the alphabet alphabet [Gr. alpha-beta, like Eng. ABC], system of writing, theoretically having a one-for-one relation between character (or letter) and phoneme (see phonetics). Few alphabets have achieved the ideal exactness.  more than these authors would benefit from the lexicographic ordering. These asymmetric inferences cause authors to be hesitant hes·i·tant  
adj.
Inclined or tending to hesitate.



hesi·tant·ly adv.
 about violating the lexicographic norm. In such an environment, Engers et al. analytically demonstrate that the lexicographic norm emerges as an equilibrium solution.

Engers et al. also show that if coauthors are compelled to use a nonalphabetized (or priority) listing of contributions, the quality of research will go up. In effect, with nonequal property rights assignment, authors will supply more effort to have higher priority, resulting in higher quality research output. However, Laband and Tollison (2002) analyze research published at AER and AJAE and provide empirical evidence that contradicts this prescription. Using citations as a proxy for quality, they find that alphabetized papers are more highly cited than nonalphabetized papers. Specifically, in the five years following publication, alphabetized articles in AER are cited 50.16 times, while nonalphabetized articles are cited 30.38 times. (1) At the sample means of their data, alphabetized articles are cited 65% more than nonalphabetized articles. Similarly, in the five years following publication, alphabetized articles in AJAE are cited 14.7% more than nonalphabetized papers. These findings are thus at variance with the prescription emerging from the work of Engers et al.

In an earlier contribution, Laband and Tollison (2000) provide an alternative explanation for the high degree of alphabetization in economics. This explanation rests on the nature of intellectual collaboration across disciplines. Inquiry in the natural sciences concerns populations of flora, fauna fauna

All the species of animals found in a particular region, period, or special environment. Five faunal realms, based on terrestrial animal species, are generally recognized: Holarctic, including Nearactic (North America) and Paleartic (Eurasia and northern Africa);
, and physical entities; consequently, it is relatively cheap to verify scientific contributions by performing replication studies replication study Internal medicine A clinical study that seeks to verify data from a prior study  and sensitivity analysis after publication of the original findings. This also implies a presumption A conclusion made as to the existence or nonexistence of a fact that must be drawn from other evidence that is admitted and proven to be true. A Rule of Law.

If certain facts are established, a judge or jury must assume another fact that the law recognizes as a logical
 in favor of publication--the role of the review process is limited to one of ensuring that authors make no egregious e·gre·gious  
adj.
Conspicuously bad or offensive. See Synonyms at flagrant.



[From Latin
 errors with respect to method. In contrast to trees, minerals, gases, and animals, human behavior exhibits an enormous degree of heterogeneity from one member of the population to another. Consequently, verification of proposed claims of knowledge made in disciplines that focus on humans through replication studies and sensitivity analysis is relatively costly. As such, verification of scientific truth in economics is likely to occur through greater collaboration between the entities responsible for its creation (authors, colleagues, reviewers, and editors) and the attendant condition of high rejection rates.

In their empirical work, Laband and Tollison (2000) find that their proxy for informal collaboration (the sum of the number of individuals thanked in the title footnote Text that appears at the bottom of a page that adds explanation. It is often used to give credit to the source of information. When accumulated and printed at the end of a document, they are called "endnotes." , each workshop or seminar presentation, and each anonymous reviewer re·view·er  
n.
One who reviews, especially one who writes critical reviews, as for a newspaper or magazine.


reviewer
Noun

a person who writes reviews of books, films, etc.

Noun 1.
 or journal editor thanked in the title footnote) approaches 15 for papers published in economics, whereas it is only 6 for papers published in biology. They then suggest that the convention of lexicographic ordering in economics serves as a form of pay compression within the research team. This pay compression, in turn, facilitates the collaborative process.

While this argument has merit in industrial settings (Lazear 1989; Garvey and Swan 1992), we believe it is less relevant in academic contexts. Managers often achieve success in their projects through the cooperation of other (competing) managers. As such, steep differences in pay may limit the amount of cooperation for a high-quality project just because it is championed by a competitor. Because of this dynamic, pay compression may actually yield greater firm output in a world where managers competitively pursue different projects, albeit with some interdependencies. However, the argument does not readily transfer to the academic setting where two authors are working on the same project. It hardly makes sense to limit support for the very project that one is working on.

Clearly, the extant ex·tant  
adj.
1. Still in existence; not destroyed, lost, or extinct: extant manuscripts.

2. Archaic Standing out; projecting.
 explanations for the widespread use of the lexicographic convention in economics are not without limitations. Neither do we have a theory that can help explain the heterogeneity found in author orderings both across and within disciplines. Finally, the empirical observation that research quality increases with alphabetization is also without explanation. All of this motivates us to develop a stochastic model to characterize the allocation of intellectual property rights in academic markets.

3. Model and Simulation

The key elements of our model are as follows. We view the research process as an association between two individuals, A and B. (2) We use the obvious notation notation: see arithmetic and musical notation.


How a system of numbers, phrases, words or quantities is written or expressed. Positional notation is the location and value of digits in a numbering system, such as the decimal or binary system.
 that author A precedes author B under a lexicographic ordering. In addition, we assume that research is a creative process in that author A's contribution to overall quality, qA, is drawn from the uniform distribution [0,1]. Author B's contribution, qB. is similarly defined. (3) In our model, the choice of the uniform distribution ensures that one author cannot provide the requisite quality and thereby forces collaboration.

The total quality of the work, O, is given by qA + qB. and the output is accepted for publication only if 0 exceeds a certain quality hurdle, h. Finally, as in Engers et al., we assume that authors are interested in sending a signal to the market about their relative contributions. Their decision rule, announced prior to the start of the project, is as follows. The ordering is [A, B] if qA + [delta] [greater than or equal to] qB, else it is [B, A]. We call [delta] as the tolerance parameter (1) Any value passed to a program by the user or by another program in order to customize the program for a particular purpose. A parameter may be anything; for example, a file name, a coordinate, a range of values, a money amount or a code of some kind. . That is, author B is willing to tolerate an [A, B] ordering as long as A's contribution is not lower by the amount [delta]. This tolerance may arise due to bargaining costs or the psychological costs associated with discussing a sensitive topic.

At first blush Adv. 1. at first blush - as a first impression; "at first blush the offer seemed attractive"
when first seen
, it appears that individual contributions to effort are independent of ordering rule. We hasten has·ten  
v. has·tened, has·ten·ing, has·tens

v.intr.
To move or act swiftly.

v.tr.
1. To cause to hurry.

2.
 to point out that this is not the case. If a team member shirks, it is straightforward to incorporate another layer to the model wherein where·in  
adv.
In what way; how: Wherein have we sinned?

conj.
1. In which location; where: the country wherein those people live.

2.
 the realized contribution comes from an interval that is inferior to the interval [0, 1]. This increases the likelihood that this member will lose priority in the final author assignments. Since both authors work under this rule, the resultant This article is about the resultant of polynomials. For the result of adding two or more vectors, see Parallelogram rule. For the technique in organ building, see Resultant (organ).

In mathematics, the resultant of two monic polynomials
 solution to this incentive scheme is that both members of the team will supply a high level of effort. This is the well-known "racing" result in economics. In our context, it ensures that realized contributions come from the same interval, namely, [0, 1]. Of course, author A is shielded somewhat by the tolerance parameter, [delta], and may choose to supply a somewhat lower level of effort. Nevertheless, the important observation about this structure is that it predicts equal, or nearly equal, proportions of alphabetized and nonalphabetized papers. In other words, the model thus described does not provide any rationale for the observed heterogeneity in the rates of alphabetization. (4)

To complete our model, we posit that the hurdle, h, varies across disciplines. This is consistent with the widely accepted notion that publication probabilities differ considerably across academic disciplines. Specifically, publication probabilities are higher in biology (and the natural sciences generally) than in economics (and the social sciences generally), as noted by Zuckerman and Merton (1973).

To implement our model, we employ Monte Carlo simulations Monte Carlo Simulation

A problem solving technique used to approximate the probability of certain outcomes by running multiple trial runs, called simulations, using random variables.
 to examine the nature of author attributions that emerge as a function of the publication hurdle. For each hurdle, we consider 10,000 research collaborations. In each collaboration, the quality contributed by author A is drawn from the uniform distribution [0, 1]. Author B's contribution is obtained in the same fashion. Total quality of the work is simply the sum of the two realized qualities. We then use the hurdle rule to compute the acceptance rate. Next, we use the assignment rule to compute the proportion of accepted papers that are listed alphabetically. Among the accepted papers that are listed alphabetically, we further distinguish between those cases wherein the quality difference is within the tolerance parameter and those cases wherein author A actually earned first-authorship by exceeding the tolerance parameter. We call these alphabetical base and alphabetical A-earned, respectively. We set [delta] = 0.10 and consider hurdles that vary from 1.0 to 1.7. Across these hurdles, the total acceptance rate varies from 50% to 5%; this, we believe, is sufficient to capture the diversity in acceptance rates across the disciplines that we consider.

We next present key findings from our simulation runs.

4. Findings

Our findings are displayed in Table 3 and displayed pictorially pic·to·ri·al  
adj.
1. Relating to, characterized by, or composed of pictures.

2. Represented as if in a picture: pictorial prose.

3.
 in Figures 1 and 2. As expected, our simulation runs reveal that increases in the hurdle decrease the traction Traction Definition

Traction is the use of a pulling force to treat muscle and skeleton disorders.
Purpose

Traction is usually applied to the arms and legs, the neck, the backbone, or the pelvis.
 of papers that are accepted. Our substantive findings are twofold:

(i) Among the accepted papers, the proportion of alphabetical papers increases in a convex Convex

Curved, as in the shape of the outside of a circle. Usually referring to the price/required yield relationship for option-free bonds.
 fashion with the hurdle. In effect, alphabetization increases with the hurdle. Moreover, this increase is decomposed de·com·pose  
v. de·com·posed, de·com·pos·ing, de·com·pos·es

v.tr.
1. To separate into components or basic elements.

2. To cause to rot.

v.intr.
1.
 into two components, one of which is increasing in the hurdle rate Hurdle Rate

The minimum amount of return that a person requires before they will make an investment in something.

Notes:
This is the rate of return that will get someone "over the hurdle" and invest their money.
 while the other is decreasing in the hurdle. Specifically, as the hurdle increases, the proportion of alphabetical listings that arise because the relative contributions are within the tolerance band, alphabetical base, increases. In contrast, the proportion of alphabetical listings that arise because author A's contribution earns him (or her) the first position, alphabetical A-earned, actually decreases. The net effect, however, is an increase in alphabetization with the hurdle.

(ii) For a given hurdle, the quality of accepted papers is positively correlated cor·re·late  
v. cor·re·lat·ed, cor·re·lat·ing, cor·re·lates

v.tr.
1. To put or bring into causal, complementary, parallel, or reciprocal relation.

2.
 with alphabetization. We also find that among the accepted papers, the quality of alphabetized papers is higher than the quality of the nonalphabetized papers. Across the various cases, the correlations vary from about 0.19 to 0.25. These correlations are all significant at the 0.01 level.

The basic intuition behind our first finding is as follows. As the hurdle increases, the most likely way in which the quality standard can be met is by both authors contributing a high level. If both authors contribute a high level, the probability that author B's contribution will exceed author A's contribution by the tolerance factor goes down. The reverse is also true--the probability that author A's contribution will exceed author B's contribution by the tolerance factor also goes down. In either case, the final outcome is a lexicographic ordering of the type alphabetical base. Thus, increases in the hurdle rate make alphabetization more likely with the increase in alphabetization being driven primarily by the increase in alphabetical base.

The intuition for the second finding is similar. For any given hurdle rate, both the accepted nonalphabetized papers and the accepted alphabetized papers form a distribution of qualities. However, the distribution for the alphabetized papers has more mass at higher levels of quality because the likelihood of achieving a high quality level is greater with both authors contributing roughly equal amounts than with author B contributing a substantially higher level of quality. Consequently, we obtain a positive correlation Noun 1. positive correlation - a correlation in which large values of one variable are associated with large values of the other and small with small; the correlation coefficient is between 0 and +1
direct correlation
 between quality and alphabetization. To illustrate this point, we plot the quality histogram histogram
 or bar graph

Graph using vertical or horizontal bars whose lengths indicate quantities. Along with the pie chart, the histogram is the most common format for representing statistical data.
 for the accepted alphabetized papers as well as the nonalphabetized papers for h = 1.4 in Figure 2. We see that conditional on clearing the hurdle, the quality distribution for the alphabetized papers has more mass at higher quality levels.

Overall, our stochastic conceptualization of author orderings explains two important regularities associated with author orderings. First, our model correctly predicts alphabetization as a function of the publication hurdle across academic disciplines. Specifically, it explains why alphabetization is more pronounced in economics with its low rates of acceptance than in the physical sciences (chemistry, medicine) with its relatively higher acceptance rates. In the same vein, this finding also explains differences in the rates of alphabetization between top tier journals and second tier journals in economics. Notice that it is also possible that authors of publications in top tier journals may bargain more vigorously for first placement. However, our intuition suggests that this dynamic will actually lower the rate of alphabetization at top journals as authors provide more informative signals. (5) As such, differences in the intensity of bargaining cannot account for the observed findings.

By extension, we also speculate that this finding can help explain the different rates of alphabetization found between top tier and second tier journals (Table 2) and between mainline mainline Drug slang verb To inject a drug  journals and specialty journals within the same field. The publication hurdle is higher in top tier (general interest) journals than second tier (specialty)journals. The fact that alphabetization increases in a convex fashion with the publication hurdle suggests that even small differences in acceptance rates between the mainline journals and specialty journals can lead to large differences in alphabetization rates. (6)

Second, our model also predicts the Laband and Tollison (2002) finding that alphabetization will be positively correlated with quality. Clearly, this is a prediction that is not so obvious and highlights the value of our simulation exercise. The ability of our model to predict these empirical regularities allows us to conclude that our model captures the mechanisms underlying the assignment of author orderings.

5. Concluding Comments

The American Psychological Association The American Psychological Association (APA) is a professional organization representing psychology in the US. Description and history
The association has around 150,000 members and an annual budget of around $70m.
 has a formal policy on author order that states: "Credit is assigned to those who have contributed to a publication, in proportion to their contribution, and only to these.... The experimenter or author who has made the major contribution to a publication is identified as the first listed" (Over and Smallman 1973, p. 161). Other disciplines are less forthcoming in this regard. For example, to the best of our knowledge, the major publication societies within marketing (American Marketing Association The American Marketing Association, one of the largest professional associations for marketers, has 38,000 members worldwide in every area of marketing. For over six decades the AMA has been the leading source for information, knowledge sharing and development in the marketing profession. , Association of Consumer Research, and College of Marketing of the Institute for Operations Research operations research

Application of scientific methods to management and administration of military, government, commercial, and industrial systems. It began during World War II in Britain when teams of scientists worked with the Royal Air Force to improve radar detection of
 and the Management Science [INFORMS]) do not have an explicit policy with respect to author listings.

Our theoretical results, as well as the empirical findings of Laband and Tollison (2002), suggest that mandating priority in author listings is unlikely to enhance research quality. The empirical phenomena seem to be captured by a process in which authors appear to work hard to capture priority in listings, but are apparently constrained con·strain  
tr.v. con·strained, con·strain·ing, con·strains
1. To compel by physical, moral, or circumstantial force; oblige: felt constrained to object. See Synonyms at force.

2.
 by the stochastic nature of the creative process. Thus, despite the marked heterogeneity in listing practices, it is incorrect to assume that some academic markets are less forthcoming in prioritizing contributions.

Laband and Tollison (2002) also report that rates of alphabetization for a broad spectrum of scientific journals have changed over the period 1974-1999. (7) Some journals, such as the Academy of Management Journal, American Psychologist The American Psychologist is the official journal of the American Psychological Association. It contains archival documents and articles covering current issues in psychology, the science and practice of psychology, and psychology's contribution to public policy. , American Political Science Review The American Political Science Review (APSR) is the flagship publication of the American Political Science Association and the most prestigious journal in political science. , and the Journal of Finance, have seen marked increases in the rate of alphabetization. Given the positive link between alphabetization and the quality hurdle found in our research, this might be interpreted as reflecting well on these journals. As such, even though alphabetization seems uninformative un·in·for·ma·tive  
adj.
Providing little or no information; not informative.



unin·for
+ such a development might be welcomed by these journals' respective editors. In contrast, editors of journals that have seen a decline in alphabetization may consider evaluating whether such a trend signals a decline in its prestige.

In conclusion, our research provides one plausible conceptualization of the mechanism underlying the assignment of intellectual property rights in academic markets. It builds on the understanding provided by the extant theoretical research on the topic and is consistent with empirical regularities established in past work. Our research should thus prove useful to those interested in the economics of academic markets.
Table 1. Variation in Alphabetical Listings Across Disciplines
(No. of Authors = 2)

                                            Alphabetical
Journal                                     Listings (%)

Economics journals (1978-1997)
  Journal of Political Econonry                 89.6
  American Economic Review                      90.2
  Quarterly Journal of Economics                89.8
Journals in other disciplines (1978-1997)
  Journal of Finance                            85.4
  Journal of Economic History                   83.8
  Yale Law Journal                              83.6
  American Journal of Sociology                 49.4
  American Psychologist                         53.3
  Angewandte Chemie                             64.3
  New England Journal of Medicine               48.0

Source: Reproduced from Engers et al. (1999).

Table 2. Variation in Alphabetical Listings within
Economics (No. of Authors = 2)

Journal                             Alphabetical
                                    Listings (%)

Top tier (1998-2000)
 Journal of Political Economy           88.9
 American Economic Review               92.3
 Quarterly Journal of Economics         96.7
Group mean                              92.6
Second tier (1998-2000)
 Atlantic Economic Journal              71.4
 Economic Inquiry                       74.0
 Southern Economic Journal              85.0
Group mean                              78.3

Difference between top tier and second tier is statistically
(z = 3.82, p < 0.01).

Table 3. Simulation Results across Different Publication Hurdles (N =
10,000 for Each Hurdle)

                                  h = 1    h = 1.1  h = 1.2  h = 1.3

Proportion accepted (%)           50.39    40.73    32.33    24.74

Among accepted
  Proportion alphabetical (%)     59.87    61.18    61.86    64.07
  Proportion nonalphabetical (%)  40.13    38.82    38.14    35.93
  Proportion alphabetical
    base (%)                      18.18    20.35    22.24    25.63
  Proportion alphabetical
    A-earned (%)                  41.69    40.83    39.62    38.44
Quality alphabetical (mean)        1.36     1.42     1.49     1.56
Quality nonalphabetical (mean)     1.30     1.36     1.43     1.49
Correlation (quality,
 alphabetical)                     0.13 *   0.14 *   0.17 *   0.18 *

                                  h = 1.4  h = 1.5  h = 1.6  h = 1.7

Proportion accepted (%)           18.04    12.58     8.18    4.60

Among accepted
  Proportion alphabetical (%)     66.46    70.27    73.96    80.43
  Proportion nonalphabetical (%)  33.54    29.73    26.04    19.57
  Proportion alphabetical
    base (%)                      29.66    35.06    42.42    55.65
  Proportion alphabetical
    A-earned (%)                  36.81    35.21    31.54    24.78
Quality alphabetical (mean)        1.62     1.68     1.75     1.81
Quality nonalphabetical (mean)     1.56     1.63     1.70     1.77
Correlation (quality,
 alphabetical)                     0.19 *   0.19 *   0.22 *   0.24 *

* Significant at the 1% level.


(1) Of course, in their empirical specification, Laband and Tollison (2000) take care to control for size of the research team. They find that the size of the research team positively impacts the number of citations garnered by the research output.

(2) In our investigation, we restrict our attention to research teams with two authors since larger teams may systematically undertake projects with greater complexity.

(3) Of course, research teams may also be formed in which authors vary in ability. However, this should not systematically shift the rate of alphabetization away from 50%. Teams where author A brings more to the table will, on average, be equal in number to teams where author B brings more to the table. This will hold regardless of lhe underlying distribution of names across the alphabet.

(4) For convenience, our analysis is limited to two authors. In principle, however, a more general analysis could be developed that works with N authors. In the single author case, quality could not exceed I. Holding other features of our model constant, author quantity and journal quality hurdles would approach infinity infinity, in mathematics, that which is not finite. A sequence of numbers, a1, a2, a3, … , is said to "approach infinity" if the numbers eventually become arbitrarily large, i.e. , which seems unrealistic, since we do not observe large team sizes. More plausibly, however, the contribution interval would decrease with the number of authors, while coordination costs surely increase with the number of authors. Finally, as the number of authors rises, the tolerance rule for alphabetizing would become more complex. We appreciate the helpful cotangents and insight of the reviewer who brought this to our attention.

(5) We confirm this intuition via simulations. Specifically, we decrease [delta] to mimic more intense bargaining and find that alphabetization also decreases. (Setting [delta] = 0.05 yields alphabetization rates of 55%, 58%, and 67% for h = 1, 1.3, and 1.7, respectively. These are all lower than the corresponding rates of alphabetization when [delta] = 0.1 as reported in Table 3.)

(6) A similar pattern of findings can be observed in a business discipline, namely, marketing. In a study examining publications within the marketing field, Tellis, Chandy, and Ackerman (1999) report that the Journal of Consumer Research (JCR JCR Journal Citation Reports
JCR Java Content Repository (IBM)
JCR Junior Common Room (British university term)
JCR Journal of Clinical Rheumatology
JCR Journal of Circadian Rhythms
) and the Journal of Marketing Research (JMR JMR Journal of Magnetic Resonance
JMR Journal of Marine Research
JMR Jason Microwave Radiometer
JMR Joint Movement Request (US Army transportation)
JMR Junk E-Mail Reporting (Microsoft program) 
), along with two other journals, represent the top journals in the field. However, they find the JCR to be the least diverse (most specialized spe·cial·ize  
v. spe·cial·ized, spe·cial·iz·ing, spe·cial·iz·es

v.intr.
1. To pursue a special activity, occupation, or field of study.

2.
) of the major marketing journals, with an emphasis on psychology-based research on consumer behavior, whereas JMR has evolved to become the broadest publication in marketing. Examining publications in these two outlets for the period 1996-2000, we find that JCR has an alphabetization rate of 62.5%, whereas JMR has an alphabetization rate of 73%. This difference is statistically significant (z = 1.37, p < 0.10).

(7) This observation is consistent with the conjecture CONJECTURE. Conjectures are ideas or notions founded on probabilities without any demonstration of their truth. Mascardus has defined conjecture: "rationable vestigium latentis veritatis, unde nascitur opinio sapientis;" or a slight degree of credence arising from evidence too weak or too  that it has become more difficult to publish in top journals over time. This seems to be a reasonable view. Ellison (2002), for example, shows an increase in the number of articles submitted to top journals.

References

Ellison, Glenn. 2002. The slowdown For articles with similar titles, see Slow Down (disambiguation).
A slowdown is an industrial action in which employees perform their duties but seek to reduce productivity or efficiency in their performance of these duties.
 of the economics publishing process. Journal of Political Economy 110:947-93. Engers, Maxim, Joshua S. Gans, Simon Grant Simon Grant (born July 3,1978) in Falmouth, Cornwall is a British television presenter and actor.

Before becoming a CBBC presenter, he studied acting at Middlesex University.
, and Stephen P. King. 1999. First-author conditions. Journal of Political Economy 107:859-83.

Garvey, Gerald, and Peter Swan
For other people called Peter Swan see Peter Swan (disambiguation)
Peter Swan (born 8 October 1936, South Elmsall, Hemsworth, Yorkshire) was a professional footballer whose career lasted from 1952 until 1974.
. 1992. Managerial objectives, capital structure, and the provision of worker incentives. Journal of Labor Economics The Journal of Labor Economics, published by the University of Chicago Press presents international research examining issues affecting the economy as well as social and private behavior.  10:357-79.

Laband, David N., and Robert D. Tollison. 2000. Intellectual collaboration. Journal of Political Economy 108:632-62.

Laband, David N., and Robert D. Tollison. 2002. Alphabetized coauthorship. Unpublished paper. Auburn University Auburn University, main campus at Auburn, Ala.; land-grant and state supported; opened 1859 as East Alabama Male College, reorganized 1872 as the Agricultural and Mechanical College of Alabama; became coeducational 1892; renamed Alabama Polytechnic Institute 1899, .

Lazear, Edward. 1989. Pay equality and industrial politics. Journal of Political Economy 97:561-80.

Over, Ray, and Susan Smallman. 1973. Maintenance of individual visibility in publication of collaborative research by psychologists. American Psychologist 28:161-6.

Riesenberg, D., and G. Lundberg. 1990. The order of authorships: Who's on first? Journal of the American Medical Association JAMA: The Journal of the American Medical Association is an international peer-reviewed general medical journal, published 48 times per year by the American Medical Association. JAMA is the most widely circulated medical journal in the world.  264: 1857.

Tellis, Gerard, Rajesh Chandy, and David Ackerman. 1999. In search of diversity: The record of major marketing journals. Journal of Marketing Research 36:120-31.

Zuckerman. Harriet, and Robert K. Merton
This article is about the sociologist. For the economist, see Robert C. Merton.


Robert King Merton (July 4, 1910 – February 23, 2003, born Meyer R.
, 1973, Age, aging, and age structure in science. In The sociology of science Sociology of science is the subfield of sociology that deals with the practice of science.

Generally speaking, the sociology of science involves the study of science as a social activity, especially dealing "with the social conditions and effects of science, and with the
: Theoretical and empirical investigations, edited by Robert K. Merton. Chicago: University of Chicago Press The University of Chicago Press is the largest university press in the United States. It is operated by the University of Chicago and publishes a wide variety of academic titles, including The Chicago Manual of Style, dozens of academic journals, including . pp. 497-559.

Kissan Joseph, * David N. Laband, ([dagger]) and Vivek Patil ([double dagger double dagger
n.
A reference mark () used in printing and writing. Also called diesis.

Noun 1.
])

* School of Business, University of Kansas The University of Kansas (often referred to as KU or just Kansas) is an institution of higher learning in Lawrence, Kansas. The main campus resides atop Mount Oread. , 345 H Summerfield Hall, 1300 Sunnyside Avenue, Lawrence, KS 66045, USA; E-mail kjoseph@ku.edu.

([dagger]) Forest Policy Center, School of Forestry and Wildlife Sciences, Auburn University, 205 M. White Smith Hall, Auburn Auburn (ô`bərn).

1 City (1990 pop. 33,830), Lee co., E Ala.; inc. 1839. The city's economy centers around Auburn Univ.; there is some manufacturing.

2 City (1990 pop. 24,309), seat of Androscoggin co.
, AL 36849, USA; E-mail labandn@auburn.edu; corresponding author.

([double dagger]) School of Business, University of Kansas, 345 A Summerfield Hall, 1300 Sunnyside Avenue, Lawrence, KS 66045, USA; E-mail vpatil@ku.edu.

Helpful comments from Robert D. Tollison and an anonymous reviewer are gratefully acknowledged. The usual caveat applies.

Received November 2003; accepted May 2004.
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