The Effect of Quail Feeders on Northern Bobwhite Density in Western Oklahoma

Similar documents
Testing the Value of Prickly Pear Cactus as a Nest- Predator Deterrent for Northern Bobwhite

A Study of Bobwhite Quail Nest Initiation Dates, Clutch Sizes, and Hatch Sizes in Southwest Georgia

FINAL REPORT. State of Oklahoma Grant Number W-82-R Project Number 005. Grant Title: Upland Game Investigations

Effects of Two Commercial Game Bird Feeds on Captive Northern Bobwhite Chick Growth Rates

Aspect of Bobwhite Quail Mobility During Spring Through Fall Months

Effects of Hurricane Bret on Northern Bobwhite Survival in South Texas

Research Summary: Evaluation of Northern Bobwhite and Scaled Quail in Western Oklahoma

Development and Implementation of a Successful Northern Bobwhite Translocation Program in Georgia

Bobwhites in the Desert

Summer Male Call Index Relative to Nesting Chronology and Autumn Density of the Northern Bobwhite

Habitat Requirements of Breeding Scaled Quail in Texas

Nest-Site Characteristics of Northern Bobwhites Translocated Into Weeping Lovegrass CRP

An Evaluation of Northern Bobwhite Translocation to Restore Populations

PREDATOR CONTROL AND UPLAND GAMEBIRDS IN SOUTH TEXAS

BOBWHITE QUAIL HABITAT EVALUATION

Interrelationships Between Various Quail Population Measurements

Managing Black-throated Bobwhite for Sustainability in Belize: Preliminary Results of a Population Study

Reproductive Success and Broad Survival of Bobwhite Quail as Affected by Grazing Practices

Age, Sex, and Nest Success of Translocated Mountain Quail in Oregon,

Breeding Strategies of the Northern Bobwhite in Marginal Habitat

The Effects of Meso-mammal Removal on Northern Bobwhite Populations

COLORADO PARKS AND WILDLIFE - AVIAN RESEARCH PROGRAM Progress Report October 28, 2016

Northern bobwhites (Colinus virginianus) are a valuable natural resource for landowners and. of Pen-Reared Northern Bobwhite

Initial Effects of Prescribed Burning on Survival and Nesting Success of Northern Bobwhites in West- Central Texas

National Quail Symposium Proceedings

Northern Bobwhite Nest Site Selection in Field Borders

Division of Agricultural Sciences and Natural Resources INSIDE THIS ISSUE. Bobwhite and Scaled Quail Research in Oklahoma

Result Demonstration Report

Removal of Alaskan Bald Eagles for Translocation to Other States Michael J. Jacobson U.S Fish and Wildlife Service, Juneau, AK

Geographic Survey of Oxyspirura Petrowi Among Wild Northern Bobwhites in the United States

Habitat Use and Survival of Gray Partridge Pairs in Bavaria, Germany

Bobwhite s. Je. Best Friend. One man is on a quest to kring Lack quail northern bobwkites, whicli have all but disappeared from /Minnesota.

IMPORTANT PLANT SPECIES FOR QUAIL AND CATTLE IN SOUTH FLORIDA

FOOD HABITS AND WEIGHTS OF BOBWHITE FROM NORTHEASTERN OKLAHOMA TALL GRASS PRAIRIE

Result Demonstration Report

Scaled Quail (Callipepla squamata)

The Texas Quail Index: Evaluating Predictors of Northern Bobwhite Productivity and Abundance Using Citizen Science

REPRODUCTIVE ECOLOGY OF RESIDENT AND TRANSLOCATED BOBWHITES ON SOUTH FLORIDA RANGELANDS

Texas Quail Index. Result Demonstration Report 2016

Assessing Bobwhite Response to the Environmental Quality Incentives Program Implementation in the Rolling Plains of Texas

Bobcat Predation on Quail, Birds, and Mesomammals

Demographic Sensitivity of Population Change in Northern Bobwhite

An Evaluation of Some Marking Techniques Used on Bobwhite Quail

Northern Bobwhite Home Range Sizes and Movements in South Texas

Efficacy of a Soft Release Strategy for Translocating Scaled Quail in the Rolling Plains of Texas

206 Adopted: 4 April 1984

Result Demonstration Report

2015 IOWA AUGUST ROADSIDE SURVEY

Energetic Requirements for Egg-Laying Bobwhites

GREATER SAGE-GROUSE BROOD-REARING HABITAT MANIPULATION IN MOUNTAIN BIG SAGEBRUSH, USE OF TREATMENTS, AND REPRODUCTIVE ECOLOGY ON PARKER MOUNTAIN, UTAH

An Evaluation of Short-term Mesocarnivore Control for Increasing Hatch Rate in Northern Bobwhites

Texas Quail Index. Result Demonstration Report 2016

May Dear Blunt-nosed Leopard Lizard Surveyor,

Ames, IA Ames, IA (515)

Potential Effects of Global Warming on Quail Populations

Propagation Effectiveness of the Surrogator for Northern Bobwhites in Southern Texas

Result Demonstration Report

INVERTEBRATE CONSUMPTION BY BREEDING NORTHERN BOBWHITES AND ITS RELATION TO PRODUCTION

Gambel s Quail Callipepla gambelii

A 10-year Study of Bobwhite Quail Movement Patterns

Food Item Use by Coyote Pups at Crab Orchard National Wildlife Refuge, Illinois

Great Horned Owl (Bubo virginianus) Productivity and Home Range Characteristics in a Shortgrass Prairie. Rosemary A. Frank and R.

Second Broods In Bobwhite Quail

DO BROWN-HEADED COWBIRDS LAY THEIR EGGS AT RANDOM IN THE NESTS OF RED-WINGED BLACKBIRDS?

SCALED QUAIL MANAGEMENT IN TRANS-PECOS TEXAS

Each copy of any part of a JSTOR transmission must contain the same copyright notice that appears on the screen or printed page of such transmission.

TEMPORAL AND SPATIAL DISTRIBUTION OF THE BLACK-LEGGED TICK, IXODES SCAPULARIS, IN TEXAS AND ITS ASSOCIATION WITH CLIMATE VARIATION

2012 Quail Season Outlook By Doug Schoeling, Upland Game Biologist Oklahoma Department of Wildlife Conservation

Survival and Reproduction of Parent-Reared Northern Bobwhites

In the first two articles we introduced

Brood Season Habitat Selection by Montezuma Quail in Southeastern Arizona

1. Name and address of the owner and manager of the captive breeding operation: Hollister Longwings. Robert B. Hollister E.

Impacts of Predators on Northern Bobwhites in the Southeast

Northern Bobwhite Quail Research

Title: Record Keeping for Regulated Animals at Oklahoma State University

August 2018 Quail Roadside Survey By: Allan Janus, Research Supervisor

Northern Bobwhite Brood Habitat Selection in South Florida

Effects of Cage Stocking Density on Feeding Behaviors of Group-Housed Laying Hens

ECOLOGY OF ISOLATED INHABITING THE WILDCAT KNOLLS AND HORN

Experiences in Northern Bobwhite Propagation and Translocation in Ohio,

Response to SERO sea turtle density analysis from 2007 aerial surveys of the eastern Gulf of Mexico: June 9, 2009

POPULATION DYNAMICS OF NORTHERN BOBWHITES IN SOUTHERN TEXAS. A Dissertation STEPHEN J. DEMASO

The History of Quail Management with Comments on Pen-Rearing

Rolling Plains Quail Research Ranch. to sustain Texas wild quail hunting heritage for this and future generations

LEAST TERN AND PIPING PLOVER NEST MONITORING FINAL REPORT 2012

IMPACTS OF PREDATION ON QUAIL

PROBABLE NON-BREEDERS AMONG FEMALE BLUE GROUSE

Depredation Patterns and Northern Bobwhite Nest Success in Field Borders

PUBLICATION OF THE NATIONAL RANCHING HERITAGE CENTER, TEXAS TECH UNIVERSITY. volume 3 no MANAGING BOBWHITES IN THE TEXAS ROLLING PLAINS

Survival of Female Scaled Quail During the Breeding Season at Three Sites in the Chihuahuan Desert

Quail Call TALL TIMBERS

ABSTRACT. Ashmore Reef

2018 Wild Turkey Observation Survey Summary

The grey partridges of Nine Wells: A five-year study of a square kilometre of arable land south of Addenbrooke s Hospital in Cambridge

Mountain Quail Translocation Project, Steens Mountain Final Report ODFW Technician: Michelle Jeffers

In the News. Feral Hogs (Sus scrofa) in Texas. From the Field. What is in a name? 11/15/2013

Y Use of adaptive management to mitigate risk of predation for woodland caribou in north-central British Columbia

Evaluation of Broadcast Applications of Various Contact Insecticides Against Red Imported Fire Ants, Solenopsis invicta Buren 1,2

2017 Regional Envirothon

Shoot, shovel and shut up: cryptic poaching slows restoration of a large

Transcription:

National Quail Symposium Proceedings Volume 5 Article 52 2002 The Effect of Quail Feeders on Northern Bobwhite Density in Western Oklahoma Stephen J. DeMaso Darrell Townsend II Oklahoma State University Scott A. Cox Edward S. Parry Robert L. Lochmiller Oklahoma State University Follow this and additional works at: http://trace.tennessee.edu/nqsp Recommended Citation DeMaso, Stephen J.; Townsend, Darrell II; Cox, Scott A.; Parry, Edward S.; and Lochmiller, Robert L. (2002) "The Effect of Quail Feeders on Northern Bobwhite Density in Western Oklahoma," National Quail Symposium Proceedings: Vol. 5, Article 52. Available at: http://trace.tennessee.edu/nqsp/vol5/iss1/52 This Philosophies Relating to Quail and their Management is brought to you for free and open access by Trace: Tennessee Research and Creative Exchange. It has been accepted for inclusion in National Quail Symposium Proceedings by an authorized editor of Trace: Tennessee Research and Creative Exchange. For more information, please contact trace@utk.edu.

DeMaso et al.: The Effect of Quail Feeders on Northern Bobwhite Density in Weste THE EFFECT OF QUAIL FEEDERS ON NORTHERN BOBWHITE DENSITY IN WESTERN OKLAHOMA Stephen J. DeMaso' Oklah oma Dep artment of Wildlife Conservati on, Oklahoma City, OK 73152, USA Darrell Townsend, II Department of Zoology, Oklahoma State University, Stillwater, OK 74078, USA Scott A. Cox Oklah oma Department of Wildlife Conservation, Cheyenne, OK 73628, USA Edward S. Parry, Fredrick, OK 73542, USA Robert L. Loch mi ller 2 Department of Zoology, Oklahoma State University, Stillwater, OK 74078, USA Alan D. Peoples, Oklahoma City, OK 73152, USA ABSTRACT We inve stigated the effect of quail feeders on northern bobwhite (Colinu s virginianus) covey size and density from I October 1991 to I October 1996 on the Packsaddle Wildlife Management Area (WMA ) in western Oklahoma. Thirty -two quail feeder s tilled with milo were located near the center of every 8. 1 ha on a 283.3-ha treatment area. An adjacent 283.3-ha control area contained no quail feeders. Line-transect methodolo gy was used to seasonally determine covey size and density on each area. Tran sects were traversed on horseback during October and March of each year. Mean fall covey size was similar (t = 0.19, c{f == 1, P = 0.8525) between the control (14.0 :±: 1.2 birds/covey ) and treatment (14.2 :±: I.I bird s/covey) areas, pooled over years. Mean spring covey size was simhar (I = J 0.18, dj = I, P = 0.9999 ) between the control (9.4 :±: 1.9 birdsh ;ovey) and treatment (6.6 :±: 1.5 bird s/covey) areas, pooled over years. Pooled over treatments, mean covey size wa~ similar (F 0 = 1.30, df = 4, P = 0.2798) among years. but differed (F = 40.56, df = I. P = 0.0001) between spring (7.6 :±: 1.2 birds/cove y) and fall (14.1 :±: 0.8 birds/ covey). Mean bobwhite density. pooled over seasons and years wa~ similar (t = -3.55, df = I, P = 0.9125 ) betwe en control ( 1.28 :±: 0.43 bird s/ha) and treatment ( 1.38 :±: 0.44 birds/ha ) areas. We concluded that quail feeders had no effect on mean covey size or density of bobwhite popul ations on our study area in western Oklahoma. Citation: DeMa so, S. J., D. E. Townsend, II. S. A. Cox. E. S. Parry, R. L. Lochmiller, and A. D. People s. 2002. The effect of quail feeders on northern bobwhite density in western Oklahoma. Pages 241-244 in S. J. DeMa~o. W. P. Kuvlesky, Jr., F. Hernandez, and M. E. Berger, eds. Quail V: Proceedings of the Fifth National Quail Symposium, Texas Parks and Wildlife Department, Austin, TX. Key words: Colinus virginianus. covey size. density. line tran sect. north ern bobwhite, OkJahoma. quail feeders INTRODUCTION Supplemental feeding is a common management practice used to augment populations of northern bobwhites in Oklahoma and throughout their range (Frye 1954, Guthery 1986:48, Peoples 1992). Although this pr actice has gained wide acceptance, there is little scientific evidence indicating feeders increase density, productivity, or survival of bobwhite populations. Several studies have examined the effect of supplemental feeding on wild bobwhite populations (Frye 1954. ' Present addr ess : Texas Parks and Wildlife Department. 4200 Smith School Road, Austin. TX 78744-3 291 2 Deceased Published by Trace: Tennessee Research and Creative Exchange, 2002 241 Keeler 1959, Robel 1979. Doerr 1988. Kane 1988, Peoples 1992). and tho se that have been conducted often provide confli<..:ting results. Frye ( 1954) reported that supplemental feeding increased bobwhjte numbers in south Florida. Guthery ( 1997) used these data from Florida (Frye 1954 ). as well as from Alabama (Keeler 1959), Texas Rio Grande Plains (Doerr 1988, Guthery, unpubl. data). and the Texas Coastal Prairie (Doerr 1988, Kane 1988) to determine whether increased food supplies increa se bobwhite density. Guthery ( 1997) concluded that food supplementation was a neutral management practice because bobwhites did not respond with an increase in density to supplemental feed. Our objective was to determine if quail feeders are 1

t r National Quail Symposium Proceedings, Vol. 5 [2002], Art. 52 242 DEMASO ET AL. Table 1. Number of flushing observations (n) used to estimate northern bobwhite mean covey size by season, treatment, year, and pooled over treatments and years on Packsaddle WMA, Ellis County, Oklahoma, 1991-96. Treatment Control Year Season n x SE n 1991 Fall 25 15.5 128 22 1992 Spring 7 10.0 1.31 9 Fall 13 17.8 0.96 16 1993 Spring 4 10.8 2.25 2 Fall 14 9.9 1.81 16 1994 Spring 4 13.0 1.22 6 Fall 13 14.9 0.79 10 1995 Spring 2 4.0 1.00 3 Fall 20 12.8 1.36 19 1996 Spring 3 4.7 1.86 16 Fall 10 12.1 1.45 15 1991-96 Spring 20 9.4 0.97 36 Fall 95 14.0 0.60 98 Feeder Pooled x SE n x SE 14.0 1.76 47 14.8 1.06 9.8 1.75 16 9.9 1.11 15.6 0.75 29 16.6 0.62 5.5 0.50 6 9.0 1.81 14.3 0.52 30 12.3 0.96 5.3 1.89 10 8.4 1.72 12.3 2.00 23 13.8 0.99 4.3 2.40 5 4.2 1.36 12.7 1.31 39 12.7 0.93 5.8 1.03 19 5.6 0.90 15.9 1.44 25 14.4 1.09 6.6 o.n 56 7.6 0.63 14.2 0.58 198 14.1 0.42 a viable management alternative for increasing mean covey size and density of bobwhite populations in western Oklahoma. STUDY AREA AND METHODS Research was condul:ted on the Packsaddle WMA in southern Ellis County, Oklahoma. Cole et al. (1966) described the soils, ecological, and climatic conditions in this county. De Maso et al. (I 997) and Parry et al. ( 1997) provide details on the Packsaddle WMA study area. The study area was divided into 2 areas, each 283.3 ha. Beginnin g I October 1991, I area wa s supplemented with milo ad lib itum in gravity-flow feeders, distributed at about I feeder/8. I ha (35 feeders total). The second area served as a control, and was separated from the feeder area by a 1.2-km wide buffer zone. Bobwhite density wa s estimated using line -tra n sect methodology (Burnham et al. 1980, Buckland et al. 1993 ). Four 800-m long transects were permanently established on each study area, 300 m apart, and 01iented north-south. Transects were traversed on horseback repeatedly during the first and last 3 hour s of daylight (Guthery 1988) until cumulative length ridden was 32 km/site per season. Each time a covey flushed, the number of bird s and right-angle distanl:e from the transect to the point where the covey flushed were recorded. Covey centers were determined at the point of first sighting for coveys that did not flush. Line-transect data were used to estimate den sity using the computer program DISTANCE (Buckland et al. 1993 ). We used the half-normal detection model because it best satisfied the model selection l:riteria while yielding reasonable density estimates (Buck.land et al. 1993). How eve r, within each site, the number of right-angle distanl:e meas urements fell below the recommended 40 observations (Burnham et al. 1980) and were considerably bel ow the I 00 observation s recommended by Buckland et al. ( I 993 ). To increa se sample size. the seaso nal and annual estimates ofj'(o) based on pooled data were assumed applicable on all sites within a season and year; treatment densitie s were estimated using ](O) valu es, pooled over season and year. We used the Student's t-test to test for differ ence s in covey size and den sity between treatment and l:ontrol population s. Analysis of variance test s were used to test for difference s between sea<;ons and among years for these demogr aphic attributes. Be cause our study was not replicated in different areas, we will stress descriptiv e statistics. All estimates are reported as x ± I.96(SE). All statistical tests were considered significant at P < 0.05. RESULTS Covey size Mean fall covey size was similar (t = 0.19, df:::: 1, P = 0.8525) between the control ( 14.0 ±: 0.60 bird s/ covey) and treatment (14.2 ±: 0.58 birds/covey ) areas (Table 1 ). Mean spring covey size was similar (t = 10.18, df = 1, P = 0.9999) between the control (9.4 ±: 0.97 birds/covey ) and treatment (6.6 ±: 0.77 birds/ http://trace.tennessee.edu/nqsp/vol5/iss1/52 2

DeMaso et al.: The Effect of Quail Feeders on Northern Bobwhite Density in Weste QUAIL FEEDERS AND BOBWHITE DENSITY 243 covey) areas (Table I). Mean covey size was similar (F = 1.30, elf = 4, P = 0.2798) among years, but differed (F = 40.56, df = I, P = 0.000 I) between spring (7.6 :!:: 0.63 birds/covey) and fall ( 14.1 :!:: 0.42 birds/covey) seasons (Table I). Bobwhite Density Mean bobwhite density, pooled over seasons and years was similar (t = - 3.55, df = I. P = 0.9 125) between the control ( I.28 :!:: 0.43 birds/ha) and treatment ( 1.38 :!:: 0.44 birds/ha) areas. DISCUSSION Mean covey size did not differ between the control and treatment area among years. Our results were similar to the results from a quail feeder study in Alabama ( Keeler 1959). To our knowledge, no other studies repo1ted the effect of quail feeders on mean covey size. Frye (1954) reported an increase in bobwhite numbers on an area with automatic quail feeders in south Florida, We found no difference in bobwhite density between the control and treatment study areas. Our results are consistent with studies in south Texas (Doerr 1988, Kane 1988, Guthery 1997) and in Alabama ( Keeler 1959). Our results agree wilh the above results that food supplementation is a neutral management practice. Four assumptions must be met in order for a supplemental feeding program for bobwhites to be successful ( Doerr 1988). These assumptions include : I)!he native food supply is limiting bird numbers, 2) no other habitat parameter (i.e.. nesting cover, brood-rearing cover, woody cover, etc,) restricts the population from increasing when supplemental food is provided, 3) birds will utilize supplemental feed, and 4) the birds will be healthier (have higher survival, be more productive, avoid predators better, etc.) when the food supply is improved ( i.e.. food supply is a component of fitness) (Doe1T 1988), Also, a successful feeding program needs 10 benefit the entire population (e.g., adult birds. chicks, females, and males). not jusl one segment of!hat population (i.e., over winter survival of adult birds). On an annual basis, some of!he above assumptions must not have been met on our native rangeland study siles in western Oklahoma. Our results, and!he results of other rescarchers, show that increasing food docs not increase bobwhile covey size or density. However, supplemental feeding may be useful as a shooting preserve management tool. Feeders may concentrate birds into specific areas and change!he distribution of cause-specific morlality of bobwhiles on that area (DeMaso et al. 1998). Doerr ( 1988) found that of the birds collecled in south Texas, there was a tendency to find birds close to feeders more often than at points without feeders. Data from Packsaddle WMA controlled hunts showed similar results early during the hunting season. However, good shooting preserve management techniques may not be good population management techniques. The majority of the quail hunting public has been confused for many years on the differences between wildlife management and shooting preserve management. MANAGEMENT IMPLICATIONS On our study area in western Oklahoma, quail feeders did not increase bobwhite density. Therefore, we recommend managers should focus bobwhite management activities on habitat manipulation. Management activities such as prescribed burning, strip discing, and cattle grazing can be used to augment the late fall and winter supply of bobwhite food, Also, these techniques can increase insect availability (food) for bobwhites during the spring and summer, ACKNOWLEDGMENTS We thank G. Duffy, R. Hatcher, A. LaPierre, H. Namminga, M, o Me ilia, and M. Shaw for manuscript review. We thank technicians and contract personnel for assisting with data collection. Funding was a contribution of Federal Aid in Wildlife Restoration, Oklahoma Project W-82-R, the Grand National Quail Foundation, and Oklahoma Chapters of Quail Unlimited, Inc. LITERATURE CITED l3ucklanj. S. T., D.R. AnJerson, K. P Burnham, anj J. L. Laak e. 1993. Dislance sampling: estimating abundance of biological populations. Chapman & Hall. London. UniteJ King Jom. Burnham K. P, D. R. AnJcrson, and J. L. Laake. 1980. Estimation of den sity from line transect sampling of biolo gical populations. Wildlife Monograph 72. Cole. E. L.. A. J. ComaJi. and C. E. RhoaJs. 1 166. Soil surv.:y of Ellis County. Oklahoma. Uni1eJ St:ites Soil Conservation Service, Washington. D.C. DeMaso. S. J.. A. D. Peopk:s. S. A. Cox. anj E. S. Parry. 1997. Survival of norlhern bobwhite chicks in weslern Oklahoma. Journal or WilJlire Management 61 :846-853. DcMaso. S. J., E. S. Parry. S. A. Cox, and A. D. Peoples. I 998. Cause-specitic mortality nf northern bobwhites on an area with 4uail feeder.s in western Oklahoma. Proceedings Annual Conference South.:;~st Assot:iation of Fish and Wildlife Ag.:ncies 52:.359 - J66. Doe1T, T. B. 1988. Effects of supplc111ental feeding on northern bobwhite populations in south Texas. Disse1iation, Texas A&M University, ( ollege Station. Frye. 0. E.. Jr. I ')54. Studies of automatic 4uail feeders in FloriJa. Transactions of th~ Nrnih American Wildlil'c and Natural Resources Co11fcr.:nc.: 19:298-Jl9. Guthery. F. S. 1986. Beef. brush, anj bobwhites: quail management in t:attle county. Caesar Kleberg WilJlife Rescan:h Institute Press. Kingsville. Texas. (iuthery. E S. 1988. Linc trans.:et sampling of bobwhite densitit s on rangeland: cvaluaiion and recommendalions. Wildlife Society Bullt:tin 16: 19J - 20J. Gu1hery. E S. 1997. A philosophy of habitat management for northern hohwhite s. Journal of Wildlife Management 61: 291-301. Kane. A. H. I ')8ll. Effects of management on bobwhite habitat anj density in southern Texas. Thesis, Texas A&l Universi1y. Kingsville. Keeler. J. E. 1959. Quail fecjer stujy. Alabama Department of Conservation, Montgomery. Published by Trace: Tennessee Research and Creative Exchange, 2002 3

National Quail Symposium Proceedings, Vol. 5 [2002], Art. 52 244 DEMASO ET AL. Parry. E. S., S. J. DeMa so. S. A. Cox. and A. D. People s. 1997. Recovery rate s of band ed vs. radiomarked northern bobwhites in we stern Oklahoma. Proceedings of the Annual Conference of South eas tern Association of Fish and Wildlife Agencies 51 :342-351. Peoples, A. D. 1992. Producti on. utilization, and nutritional value of supplemental feed to northern bobwhite s in western Oklahoma. Th es is. Oklahoma State Uni versity, Stillwater. Robel, R. J., A. R. Bisset. T. M. Clement, Jr. and A. D. Dayton. 1979. Metaboli zable energy of important foods of bob whites in Kans as. Journal of Wildlife Managemen t 43:982-987. http://trace.tennessee.edu/nqsp/vol5/iss1/52 4