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Effect of Lighting Methods on the Production, Behavior and Meat Quality Parameters of Broiler Chickens

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29 February 2024

Posted:

01 March 2024

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Abstract
Many farms are replacing the lighting with light emitting diode (LED) bulbs because of the technological modernization. We aimed to investigate the effects of incandescent light (IL) and LED lighting on Cobb500 broiler chickens for six weeks. Production parameters (body weight, feed consumption, feed conversion ratio), calculated slaughter values (yield%, relative breast%, thigh%) and breast meat quality parameters (pH at 45 min and 24 h postmortem, color, drip loss, kitchen equipment losses, shear force, meat composition) were recorded. Non-stop recordings were used to analyze the behavior of the birds in several periods of the rearing. LED group was significantly better in body weigh parameter between week 1-5 and feed conversion ratio between week 2-3. The most significant difference in behavior was observed in the middle of the rearing period. The chickens in the LED group spent more eating time, drinking time, interacting, and resting less. There was no difference in the meat quality parameters, only shear force was significantly lower in the LED group (1781.95±0.33 g/s vs. 2098.82±0.42 g/s). Based on our results, LED lighting can bring positive changes in animal production efficiency, behavior, and important characteristics for meat consumers.
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1. Introduction

Light plays one of the most important roles for living organisms. In the case of birds, it is more emphatic [1,2]. Several studies have proven that ideal lighting can greatly impact the physiological and production parameters, too [3,4,5,6]. Most experiments with light were conducted on light duration and intensity [7,8,9]. The short photoperiod altered the acid-base balance in broilers aged 0-56 days. Olanrewaju et al. [7] found significantly increased levels of, for example pCO2, along with significantly decreased levels of, for example pO2, sO2, pH, Na+, K+, Cl, Ca2+, in broilers reared under a short (8L (light):16D (dark)) photoperiod compared with birds reared under a long/continuous (23L:1D) and regular/intermittent (2L:2D) photoperiod. Gratta et al. [10] investigated the effects of light restriction (18L:6D vs 14L:10D) on the behavior of chickens together with developing wooden breasts (WB) and white striping (WS). Growth was inhibited by a light restriction resulting in smaller final live weight (LW) although it enhanced feed conversion ratio (FCR)), but it was successful in WS incidence reduction. Bricket et al. [11] studied two different illumination periods (12L:12D; 20L:4D). Birds exposed to 20 h of illumination had higher body weights, with significantly higher carcass, breast, and thigh weights. Kim et al. [12] carried out some lighting treatments (23L:1D; 16L:8D; intermittent light 3L:1D) and decreasing-increasing light). These light regimens had no interactive effect on carcass traits and meat quality (pH value, drip loss, shear force), but they showed a slight difference in the color of the meat. Regarding animal welfare, passive behaviors (sitting/laying) in light-restricted broilers can be assessed favorably. But these are not the only important parameters during the rearing or breeding.
The lighting characteristics, such as wavelength, intensity, and duration, significantly impact the development, behavior, and welfare of birds [13,14]. Ma et al. [15] found that laying hens prefer light intensities of 30 lux or less compared to 100 lux. Given a free choice, they spend most of their time at lower illumination levels (5 lux – 45.4%; 15 lux – 22.2%; 30 lux – 22.1%), while they spend less time at higher light intensities (100 lux – 10.4%). Franco et al. [16] confirm that there are also animal welfare effects of lighting color. They have conducted studies with several light wavelengths and found that white light enhanced activity while blue light increased resting state and decreased stress levels in broilers. The white monochromatic LED light positively affects chicken meat, improving the amino acid content [12]. The work of Bennato et al. [17] determined that lighting source did not affect carcass yield %, cooking loss %, pH after 24 h and total lipids parameters. Warm LED (K=2500-3000) could significantly increase the live weight and decrease the carcass weight and L* values compared to neon lighting. Neutral (K=3500-3700) and cool LED (K=5500-6000) significantly increased drip loss % compared to the value (0.90 ± 0.14 %) of neon. Colapietro et al. [18] measured similar parameters with control neon and three different LED lights. There were no differences in the case of moisture, total lipids, and dry matters, however in the neutral LED group cooking loss was significantly higher among the other experimental and control groups.
The lighting color is based on the wavelength of the light. Light wavelength gives lighting its color. The wavelength of visible light is between shorter invisible ultraviolet (UV) and longer invisible infrared rays (FIR), ranging from 380 nm to 740 nm. In contrast, the birds can perceive a wider spectrum of light [4,19,20,21,22]. Numerous studies have shown that birds can see in the UVA range [20,23].
Several studies are focused on the effects of different combined monochromatic light. Combining green and blue monochromatic light can improve broilers' stress response and immune function [24]. This mixed lighting benefits body weight, muscle growth and meat quality [25]. In green × blue mixed LED light, the final weight of birds was increased by 10.66% compared to white light [26]. The quality of the broiler meat can also be improved by green light. Green light reduced CL (cook loss) by 9.9%, increased pH by 1.69% and SF (shear force) by 13.9%, compared to white light. [26]. Green and blue light revealed higher pH, water-holding capacity, and protein content in the breast compared to red light. However, red light reduced cooking loss, lightness value (L*), shear value, and fat content [25].
Lighting also has an effect on behavior. In the case of behavioral studies, the position tracking of selected birds is being tracked automatically more frequently. The possibility of monitoring individual animals rather than entire flocks is one of the benefits of tracking technology. The transmitters or tags of the automated positioning system affixed to the birds should not impact the behavior, welfare, or productivity of the birds to assure the quality of the research [27]. Robert et al. [28] found that wearing a backpack affected the results obtained for birds. In contrast, Daigle et al. [29] found that animals quickly habituated and were not significantly affected by the results obtained in laying hens.
In recent years, there has been much research to examine the effects of lighting on the behavior of poultry. Kristensen et al. [30] examined the free choice of the broilers among three lightings: one incandescent light and two fluorescent tubes (Biolux and warm-white tubes). There was no significant difference at the beginning of rearing, but in the second rearing stage, birds spent significantly more time under the two fluorescent lights. The feather-directed was more intense in Biolux light than in a warm-white light. It is possible, because the UVA light that Biolux lighting produces has the potential to alter the reflectivity of feathers and the appearance of the testing rooms. Widowski et al. [31] also found that laying hens prefer a compact fluorescent lamp to an incandescent lamp when given a free choice.
Monochromatic green LED light has a positive effect on exploratory behavior. Hens spent more time pecking at objects. Compared to white light LED, the red light LED decreased aggression [32]. In contrast, Sultana et al. [33] found that the birds in green and blue monochromatic LED light showed more sitting and standing behavior, while red and red-yellow monochromatic LED light showed higher walking behavior.
Our aim was to understand the effects of complex spectrum LED lighting and incandescent light on broiler chicken growth, feed consumption, meat quality parameters, and behavior. Behavior was measured by ethological observation, including the percentage of the day spent eating, drinking, resting, and interacting.

2. Materials and Methods

2.1. Experimental Design

All procedures relating to the use of live birds in this study were carried out with the knowledge and permission of the Institutional Animal Welfare Committee of Hungarian University of Agricultural and Life Sciences Szent István Campus, (certification No: MATE-MKK-2020/22) after the European guidelines for the care and use of animals in research [34].
Cobb 500 cockerels (n=400) were used in our experiment at the reference farm of the Hungarian University of Agriculture and Life Sciences (Budapest, Pest County, Hungary; GPS coordinates: 47.500972 N, 19.304372 E). Birds were distributed among two groups with five replicates (n=40) each, as follows: incandescent light (IL) and light emitting diode (LED).
The incandescent light (IL) group used Sole® light bulb (60 W, 50 Hz). The LED group used BrightLife® LED (9 W, 100000 Hz). The duration and the intensity of lighting were the same in the two groups. The lighting period (light:dark hours; L:D) was decreasing for the first five days (Day1 L23:D1; Day2 L22:D2; Day3 L21:D3; Day4 L20:D4; Day5 L19:D5), followed by L18:D6 photo-period until 42nd day of life. In the LED group, 5 min. sunrise and sunset periods were used. The lighting intensity were used 60 lux from 1 to 3 d, 40 lux from 4 to 10 d, 30 lx from 11 to 21 d, and 25 lux from 22 to 24 d of age. The difference between LED and incandescent light was in their wavelength. The color temperature of the incandescent light was 2700K. The color temperature of the LED lighting was 4000K. The wavelengths of lighting employed by the experimental groups are shown in Figure 1.
The wavelength of light was measured at the same level as the broilers' heads by the Ocean Optics ® USB 2000+VIS-NIR instrument (Ocean Insight, Orlando, Florida, USA), which covers 350-1000 nm range of wavelength. Illumination was measured before stocking, in full light. The graph does not change with intensity, but the ratio does.
In a trial, lasting 6 weeks (42 d), 1-day-old Cobb 500 (Cobb-Vantress Inc.) male chicks were purchased from a commercial hatchery. The male chicks were randomly housed in the two environmentally controlled areas (5x3 m2 (1.5 m width × 2 m depth)), and the density of broilers was 14 birds /m2. Deep litter housing was applied in this trial, each experimental area contained fresh pine shavings at a depth of 8 cm, poultry tube feeders, and a 5-nipple drinking system [35]. Birds were provided a 3-phase feeding program (starter: 1-14 days; grower: 15-28 days; finisher: 29-42 days). Diets were formulated to match the dietary recommendations of the Hungarian Feed Codex [36] (Table 1). Crumbles were used for the starter feed, and whole pellets were used for the subsequent feeding. Water and feed were offered for ad libitum consumption. At the start of the experiment, the house temperature was kept at 33°C, and as the birds grew older, it was lowered until day 42, when it hit 19°C.
Feed consumption of the animals was monitored weekly (Day 7, 14, 21, 28, 35, 42). The body weight was measured weekly individually (Day 0, 7, 14, 21, 28, 35, 42). The FCR of the birds was calculated from the results of body weight measurements and weekly feed consumption per group.

2.2. Examination of Behavioral Characteristics

During the rearing, non-stop video recordings were made in 1-1 repetition of each group. We analyzed ten days from the first part of the raising period, 5 from the middle part, and three from the last part. The first 5-14 days were regarded as the first period, 21-25 days as the middle period, and 35-37 days as the last period. The whole pen area is clearly seen in the video.
The video recordings were analyzed by VLC media player software according to the following pattern: every 5 min during the illuminated period (18 h), the recording was stopped and the individuals taking part in the following activities were counted: eating time, drinking time, resting time, and entering into interactions (Figure 2), and subtracted from the total number of chickens. In this way the number of chickens that engaged in other activities than standing, moving, dust-bathing was also calculated.
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Eating time: the activity of standing next to the feeder and putting their head inside.
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Drinking time: the activity of standing under the drinker and raising their head to a nipple.
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Resting time: the activity when the animal was lying in one place.
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Interaction: defined as the activity of one or two birds jumping on each other.
The given time second was recorded in a 10-second time window, so that we can be sure that the activity actually exists (for example, in a still image it is difficult to determine which animal was moving). The daily results were averaged, and standard deviation values were fitted. The video recordings were observed by one observer every time.

2.3. Slaughter Procedure

The body weight of the broilers was measured before the slaughter. After weighing the broilers (n=20/experimental group), they were transported by hand to the experimental slaughterhouse located next to the rearing area. Their extermination and feathering were followed by repeated weighing (slaughtered body weight), as well as the visceration (whole carcass weight). The carcasses were cooled to a core temperature 4oC.
The breast fillet (boneless and skinless) and the leg (bone-in and skinned) were weighed during filleting and cutting.
The whole slaughter procedure was conducted according to the Hungarian National Standard practices.

2.4. Meat Quality Analysis

Meat quality tests were performed on 20-20 birds per group, 4-4 randomly selected individuals per replication. Both breasts of the chickens were used for the meat quality tests. There were used 10 half right breasts per group for pH, color, and meat composition parameters and other 10 half right breasts per group for drip loss analysis. Samples were homogenized for meat composition measurement. Another 20 half left breast samples per group were stored at – 20 0C before further laboratory testing (thawing loss, cooking loss, cooling loss, shear force).
The yield % was calculated using the formula shown where the whole carcass represents the slaughtered and gutted body:
yield % = whole carcass weight / slaughtered body weight × 100
A pH HANNA® (Hanna Instruments INC, USA) pH meter was used to determine the pH values accurately. Prior to measurement, the meter was calibrated in pH 4.01 and pH 7.01 reference solutions for accurate measurement. Measurements were performed on breast meat samples at 45 min after slaughter (pH45) and on chilled bodies (4 oC) at 24 h after slaughter (pH24).
Color was measured on the fresh cut surface of the breast meat using the CIELAB system. The measurements were performed using a Minolta Chromameter CR 410 (Konica Minolta INC, Osaka, Japan) colorimeter with 50 mm head (2◦ standard observer, C light source) in the CIE L* a* b* color system, where L* is meat color lightness (0 = black; 100 = white), a* is redness (+ red; - green) and b* is yellowness (+ yellow; - blue) parameters. Before every measurement, the colorimeter was calibrated against a white calibration plate.
The overall color difference (ΔE*) between the groups was calculated using the formula below [37]:
ΔE*ab = ((ΔL*)2 + (Δa*)2 + (Δb*))21/2
The Lukács [37] visual perceptibility scale was used to assess the total color difference (ΔE*), where ΔE* less than 1.5-not perceptible; ΔE* from 1.5 to 3-perceptible; ΔE* from 3 to 6-well perceptible; ΔE* more than 6-great perceptibility.
After the color measurement, meat composition values of the breast samples were tested. The meat samples were homogenized with a hand-held blender (HR1600 Pro Mix Daily Collection, 550 W, Philips, Amsterdam, The Netherlands) and placed in a test vessel. After surface homogenization was determined using near-infrared spectroscopy (NIR, Perkin Elmer DA6200) the chemical composition in percentage terms, like moisture, protein, fat, collagen, ash, and salt content.
Water-holding capacity was determined using breast, with the Honikel Test [38]. After cutting, a sample of around 100 g was placed in a 4 oC space on plastic hooks to hang by their own weight, excluding any external influence (except gravity). The mass of the samples was measured every 24 hours for three days. Drip loss was expressed as a percentage of the weight loss in 72 h compared with the initial sample weight.
After one month of freezing (-20 oC), all frozen samples were thawed at 4 oC for 12 h and at room temperature (22 oC) for 2 h. Additional meat quality (thawing loss, cooking loss, cooling loss, shear force).
Thawing loss was calculated as a percentage of weight loss before and after thawing. Cooking loss was determined as described by AMSA [39]. The meat samples were baked in a contact grill oven (Cucina HD 2430, Philips, Hamburg, Germany) to a core temperature of 72 oC. In the centre of the meat sample temperature was measured with a digital thermometer (DET1R, Voltcraft, Hirschau, Germany). After the heat treatment, the samples were re-weighed and gently cooled to room temperature (22 oC) for 1.5 h. Cooking loss was calculated as the weight loss percentage before and after heat treatment. Cooling loss was calculated as the percentage of weight loss before and after cooling. From the roasted and cooled breasts, 2-2 test specimens of 1x1 cm pieces were cut. Shear force was measured at 5-5 points on each piece (n=200) using a TA.XT PLUS (Stable Micra System Ltd., Godalming, Surrey, UK) texture analyzer equipped with a Warner Bratzler blade. Each specimen was positioned perpendicular to the cutting blade, which passed through the specimen at a speed of 250 mm/min. The texture analyzer was equipped with a 50 kg cell and the force was calculated based on the force per unit time (g) diagram using Texture Exponent 32 (Stable Micro System Ltd., Godalming, Surrey, UK) software.

2.5. Statistical Analysis

The statistical analysis was processed using the R software package [40]. The normal distribution of the groups was checked by Shapiro–Wilk test and F-test was prepared to test the homogeneity of variance. The statistical evaluation between the two groups was evaluated by T-test using. The level of significance was based on p < 0.05. Correlation analysis was applied to the meat quality parameters, using Pearson's correlation with pairwise comparisons to determine simple correlation coefficients.

3. Results

3.1. Productions Parameters

As shown in Table 1. In each week of rearing, the birds in the LED group gained higher body weight. In the first five weeks, the two groups had a significant difference in body weights (p < 0.05). At the end of the 6th week, there was no significant difference between groups, but LED group gained on average 43 g more (Table 2).
Feed consumption (Table 2) was varied over the weeks. However, there was a significant difference on week 6, where the LED group consumed less feed than the IL group.
The results were significantly higher in the LED group than in the IL group on weeks 2 and 3. There were no significant differences between the two experimental groups from week 4.

3.2. Behavior Parameters

The results of the investigated behavioral parameters (average percentage of eating time, drinking time, resting time, other activities, and interactions of the birds in the group) are presented in Table 3.
During the first part of the rearing period (days 5-14), the eating time was opposite trends between groups. On 7 of the 10 days studied, birds in the LED group spent more eating time. Drinking time, resting time and other activities also differ during the first part of the rearing period. On 6 out of the 10 days studied, birds in the LED group spent more eating and resting time, while birds in the IL group spent more time on other activities for 7 days. Interactions between birds were the same on day 12 of the first period, except for day 6, with the LED group spending more time interacting on all subsequent days, showing a significant difference on days 8 and 13.
In the middle of the rearing period, five days were tested (21-25 d). The eating time spent on all five days was significantly higher for the LED group. The LED group spent more drinking time on four days except day 24, with significant differences observed on days 22 and 25. The resting time was significantly higher in the IL group on all five days. The time spent on other activities was opposite trends between groups during the five days examined in the middle phase of the rearing. Bird interactions were higher in the LED group on all five days, showing a significant difference on day 22.
During the last part of the rearing period, three days were examined (35-37 d). The eating time on all examined days was greater for the LED group, with a significant difference on day 36. however drinking time and resting time have an opposite trends between groups. The time spent on other activities on the days studied was significantly higher in the IL group. No interaction was observed between birds in either group on days 35 to 37, with a great part of their resting time.

3.3. Meat Quality Parameters

The meat quality parameters are shown in Table 4. In the case of the meat quality parameters, there were no significant differences between the two experimental groups except the shear force. The yield %, relative breast % and relative thigh % were more favorable in the LED group. The drip loss % was higher for the LED group.
Thawing, roasting or cooking and cooling losses were higher in the IL group. Thus, total cooking losses were also higher in the IL group (39.32%) compared to the LED group (37.27%). Shear force was significantly higher in the IL group (2098.82 g/s). In L* and b*, the LED group obtained higher values, while the a* value was lower. There was no significant difference in any color parameter. The visual perceptibility scale was found: ΔE*=0,45, no difference is perceptible to the eye.
Table 4. Results of meat quality parameters between the groups.
Table 4. Results of meat quality parameters between the groups.
LED SD IL SD p-value
Yield % 76.41 ±8.57 72.72 ±8.88 N.S.
Relative breast % 24.46 ±3.91 23.76 ±3.38 N.S.
Relative thigh % 24.09 ±2.76 23.19 ±2.68 N.S.
pH45 6.49 ±0.11 6.51 ±0.13 N.S.
pH24 5.88 ±0.23 5.89 ±0.16 N.S.
Drip loss % 3.49 ±1.18 2.79 ±1.31 N.S.
Thawing loss % 3.05 ±1.34 3.41 ±1.82 N.S.
Cooking loss % 25.27 ±4.02 26.89 ±3.42 N.S.
Cooling loss % 8.96 ±1.11 9.03 ±0.65 N.S.
Total kitchen equipment losses % 37.27 ±3.15 39.32 ±4.97 N.S.
Shear force (g/s) 1781.95 ±0.33 2098.82 ±0.42 <0.001
Color L* ±2.03 60.12 59.80 ±2.36 N.S.
a* ±1.54 12.16 12.28 ±1.50 N.S.
b* ±1.57 11.86 11.56 ±1.00 N.S.
SD - Standard Deviation, N.S. - not significant; LED - light emitting diode; IL- incandescent light.
The meat composition parameters can be found in Table 4. In moisture and protein, the LED group achieved higher values. However, the IL group had higher values in fat, collagen, ash, and salt. No significant difference was observed for any of the parameters.
Table 4. Results of meat composition parameters between the groups.
Table 4. Results of meat composition parameters between the groups.
% LED SD IL SD p-Value
Moisture 74.42 ±0.84 74.19 ±0.50 N.S.
Protein 21.42 ±0.77 21.36 ±0.48 N.S.
Fat 3.20 ±0.29 3.35 ±0.12 N.S.
Collagen 1.18 ±0.03 1.20 ±0.03 N.S.
Ash 2.38 ±0.09 2.40 ±0.06 N.S.
Salt 1.23 ±0.12 1.27 ±0.07 N.S.
SD - Standard Deviation, N.S. - not significant; LED - light emitting diode; IL- incandescent light.

4. Discussion

There are many ways to improve the broiler production efficiency, with varying degrees of success. In our study, a change in the housing technology was done instead of the use of different feed ingredients and feed supplements. Our goal was to identify the impact of different light source (LED and IL) to broiler production parameters, behavior, and meat quality.
Improving animal welfare parameters, which are so important for consumers, producers, and research, can also contribute to more efficient production. An observational study was carried out and compared with production values to support this. During the 6 weeks of rearing, the LED group consistently produced higher body weights with lower feed consumption. The sudden onset of warm weather can explain the decrease in feed intake in week 6 in both groups. Feed conversion ratio was more favorable in all weeks in the LED group. This trend is similar with the results of Mendes et al [41] with compact fluorescent lamps (CFL) and LED light sources. In the case of LED lighting, the birds generally had better production performance than in the CFL group. Similarly, Archer [42] and Olanrewaju et al. [43] described that birds reared under LED lighting had higher body weights and better feed conversion than those reared under incandescent lighting. In contrast, Rogers et al. [44] found no significant difference between the LED and incandescent light groups in the body weight and feed conversion parameters.
Our observational study presented that the behavioral characteristics of the LED group was favorable because the birds spent less time on other activities and spent more time on activities that increase production efficiency, such as eating and drinking time. This meant that broilers consumed more feed, but also improved the feed conversion due to the background digestive processes, such as rest, which promotes feed utilization and conversion [45]. This connection demonstrates that the feed efficiency can be increased by changing the housing parameters due to the habits and welfare of the birds.
Interactions between animals were higher in the LED group on almost all days tested. This is assumed to represent a more active exercise of species-specific behavioral traits, not that the birds became more stressed. Archer [42] conducted a fear and stress susceptibility tests investigating the effects of incandescent light and two different LEDs. It was clearly demonstrated (p < 0.05) that birds in the two LED groups showed lower stress susceptibility and fear. In contrast, Olanrewaju et al. [43] found no significant difference in welfare indicators (eyes to BW, humoral immune response, ocular assessment, ocular histopathologic examination, etc.) between two LED groups and incandescent light group tested. Rogers et al. [45] and Archer [42], examining LED and compact fluorescent lamps, concluded that LED lighting does not increase, and in many cases decreases, stress levels in birds. These results also suggest that modern LED technology does not adversely affect bird welfare.
In our experiments, we also found that, under LED lighting, birds returned to their normal activities sooner after the data recording (e.g. weighing) than individuals in the incandescent light group.
The changes in the middle and final stages of rearing seem to be significant. The difference between the two periods is only 1.5 weeks, but the birds double their weight during this period. This means that they gain about 2 kg live weight instead of about 1 kg live weight. In addition, if the density of stocking was used in accordance with the rules, the area available for movement of the animals is significantly reduced by the final stage of rearing.
Whenever there is an increase in body weight due to changes in housing and feeding technology, the question always arises whether the visceral tract, carcass or even the amount of valuable meat parts has increased or decreased. The difference of 3.69% yield % in the present study does not seem to be significant as a non-significant difference. However, for a broiler flock with an average carcass weight of 2500 g, calculated with the yield % of the two study groups for 100000 birds, this represents a carcass surplus of 9.235 t, which could be used in the food chain during one rotation of a given flock.
The growth rate of poultry and its breast yield usually does not leave the histological condition of the muscle intact and the physiological background processes are also subject to change [46]. The rheological properties of the breast meat of broilers, which is considered to be tender, are influenced by the age of the animal and thus, in a variable way, by the moisture content of the product [47].
In many cases, the conditions during the meat maturation process, the amount of lactic acid accumulated and the timing of its production are responsible for the change in protein condition, which in many cases also determines the shear force value. However, our study found no difference in pH values, but a significant difference in shear force values was detected (p<0.001).
The tenderness of meat is important for both the processing industry and consumers, as the quality of processed products is determined by the water-holding capacity of meat proteins during both storage and possible heat treatment [48]. If a sudden decrease in pH is observed at the beginning of the post-mortem period (pH45), this will result in shrinkage of myofibrils and affect protein function, leading to a decrease in the water-holding capacity of proteins [49] There is a strong correlation with meat tenderness due to water loss during processing or cooking [50]. According to Vaskoska et al. [51], although the effect of thermal denaturation on the structure and quality of different types of muscle fibers is not fully understood, it is known that denaturation dynamics can be used to infer microstructural changes and cooking losses, which may be influenced by the type and characteristics of the muscle fiber and by pH alone or in combination with the previous one.
In our study, the statistical differences between the two groups and the correlation values between the parameters in each group also show the relationships discussed above. In the LED group, a strong negative correlation was observed between collagen and cooling loss (r= -0.948), while a strong positive correlation was observed between collagen and shear force (r=0.922). Concerning collagen, two correlations were discovered that could suggest further research opportunities: in the LED group, the relative breast (r=0.995) and thigh (r=0.912) values show a strong positive correlation with the collagen content of the breast. These correlations could not detect in the IL group, however, there based on the correlation analysis the effect of pH45 prevailed much more: a close negative correlation could be observed with the ash content of the breast meat of the IL group (r=-0.954), a moderate negative correlation with the lightness of the meat (L *) (r=-0.446), and a medium strength correlation concerning thawing loss (r=0.635).
While there was no statistically verifiable difference in pH values and time of pH reduction between the LED and IL groups, the LED group performed better in terms of consumer preferences for overall kitchen losses and tenderness (p < 0.001), which are both important. Less kitchen losses (N.S.) and significantly lower Warner-Bratzler shear force values were detected (p < 0.001). In our study the drip loss % was higher for the LED group. The difference is not considered significant because the cooling technology has a strong influence on this parameter, in large-scale slaughterhouses the whole carcass is cooled, so this value is difficult to reconcile. Our results are fully supported by the experiment of Kim et al. [12], where the shear force values in the LED group were significantly (p < 0.001) lower than in the incandescent light group, the cooking loss was higher in the incandescent light group, and there was no difference in water-holding capacity.
The changes in the sensory properties of poultry meat are particularly important. In addition to tenderness, the color of meat products is also a very important element, a primary component of their appearance and a significant influence on purchasing behavior. Defects in meat quality can have a major impact on color in addition to tenderness/softness and shear force values, which are associated with selection work based on broilers' growth rate and muscle development [52].
No significant difference was found in color between the two groups (L*, a*, b*), and the visual perceptibility scale also proves (ΔE*=0.45) that the difference is not perceptible for consumers according to the visual perceptibility scale of Lukács [37]. Ke et al. [53] investigated different (white, red, green, blue) monochromatic LED lights. Compared to our study, a darker breast was obtained using the monochromatic light, with L* values ranging from 50.09 to 53.32, while in our study they were 60.11 and 59.8. In our case, the light PSE-like meat can be explained by the warm weather in the week before slaughter, which kept our birds under heat stress. Kannan et al. [54] concluded that higher plasma corticosterone levels were associated with lighter PSE breast and thigh meat. In breast meat from heat-stressed turkeys, a greater rate of postmortem pH reduction was detected, resulting in paler meat than in non-stressed turkeys [55]. Thus, seasonal heat stress may play a role in the development of lighter meat by accelerating postmortem metabolism and biochemical processes in muscle.

5. Conclusions

In conclusion, LED lighting, becoming increasingly popular due to its energy efficiency, can positively change animal production efficiency, behavior, and important characteristics for meat consumers. LED corresponds to high quality production with favorable animal welfare parameters and is more sustainable from an economic and environmental point of view. Interactions between birds were higher in the LED group, meaning this species-specific behavior was practiced more. This suggests that the birds felt more comfortable, i.e. animal welfare was improved. Although the physiological background processes are not yet understood, it is recommended that the poultry sector should pay attention to other lighting parameters (e.g. spectral composition, frequency), not only lighting duration and intensity, to enhance welfare and possibly improve production indicators. Because adequate lighting for birds can improve the feed conversion ratio without negatively affecting meat quality characteristics. Although the results show that feed consumption varied over the weeks, there was a significant difference on week 6, where the LED group consumed less feed than the IL group. In addition, body weight and feed conversion ratio were more favorable in the LED group each week, with significant differences in several cases. In the LED group, the kitchen losses were more favorable and the shear force was also lower. From the point of view of meat processing technology, it would be worthwhile to consider the influence of different production systems (housing technology + feeding technology) on the shear force value of meat and to select the target processing processes on this basis.

Author Contributions

Conceptualization: T.I.P. and M.K.-W.; methodology: T.I.P., M.K.-W., B.P. and M.P.; validation: M.K.-W.; formal analysis: T.I.P., R.T.S., F.P. and M.K.-W.; investigation: T.I.P.; data curation: T.I.P. and M.K.-W.; writing—original draft preparation: T.I.P., R.T.S., Á.B., F.P., I.E., D.M. and M.K.-W.; writing—review and editing: T.I.P., R.T.S., Á.B., F.P., I.E. and M.K.-W.; supervision: R.T.S. and F.P.; project administration: Á.B.; funding acquisition: R.T.S. All authors have read and agreed to the published version of the manuscript.

Funding

This study was funded by a program financed from the National Talent Program, “Spreading the knowledge of students in Animal Husbandry College of Advanced Studies in the direction of modernization”. Grant number NTP-SZKOLL-23-0034.

Institutional Review Board Statement

Institutional Animal Welfare Committee of Hungarian University of Agricultural and Life Sciences Szent István Campus. Number of certification: MATE-MKK-2020/22.

Informed Consent Statement

Not applicable.

Data Availability Statement

The data presented in this study are available on request from the corresponding author. The data are publicly.

Acknowledgments

The authors would like to thank the workers of the poultry farms and the lab for their technical assistance.

Conflicts of Interest

The authors declare no conflicts of interest.

References

  1. Gregory, F.B.; Ellen, D.K. ; Sex differences in the response to environmental cues regulating seasonal reproduction in birds. Phil. Trans. R. Soc. B. 2008, 363, 231–246. [Google Scholar] [CrossRef]
  2. Chemineau, P.; Malpaux, B.; Brillard, J.P.; Fostier, A. 2007; 1.
  3. Hajrasouliha, A.R.; Kaplan, H.J. ; Light and ocular immunity. Curr. Opin. Allergy Clin. Immunol. 2012, 12, 504–509. [Google Scholar] [CrossRef]
  4. Parvin, R.; Mushtaq, M.M.H.; Kim, M.J.; Choi, H.C. ; Light emitting diode (LED) as a source of monochromatic light: a novel lighting approach for behaviour, physiology and welfare of poultry, Worl. Poult. Sci. Jour. 2014, 70, 543–556. [Google Scholar] [CrossRef]
  5. Riber, A.B. ; Effects of color of light on preferences, performance, and welfare in broilers. Poult. Sci. 2015, 94, 1767–1775. [Google Scholar] [CrossRef]
  6. De, O.; Lara, L.J.C. , Lighting programmes and its implications for broiler chickens. World Poult. Sci. 2016, 72, 735–741. [Google Scholar] [CrossRef]
  7. Olanrewaju, H.A.; Purswell, J.L.; Collier, S.D.; Branton, S.L. ; Interactive effects of photoperiod and light intensity on blood physiological and biochemical reactions of broilers grown to heavy weights. Poult. Sci. 2013, 92, 1029–1039. [Google Scholar] [CrossRef]
  8. Farghly, M.F.A.; Makled, M.N. ; Application of intermittent feeding and flash lighting regimes in broiler chickens management. Egyp. J. Nutri. Feeds 2015, 18, 261–276. [Google Scholar] [CrossRef]
  9. Farghly, M.F.; Mahrose, K. M; Ahmad, E.A.M.; Rehman, Z.U. ; Yu, S,; Implementaion of different feeding regimes and flashing light in broiler chicks. Poult. Sci. 2019, 98, 2034–2042. [Google Scholar] [CrossRef] [PubMed]
  10. Gratta, F.; Bockovic, C. M.; Xiccato, G.; Birolo, M.; Bordignon, F.; Troci, A. ; Effect of light restriction on productive results and behavior of broiler chickens. Poult. Sci. 2023, 102, 103084. [Google Scholar] [CrossRef]
  11. Brickett, K.E.; Dahiya, J.P.; Classen, H.L.; Gomis, S. ; Influence of Dietary Nutrient Density, Feed Form, and Lighting on Growth and Meat Yield of Broiler Chickens. Poul. Sci. 2007, 86, 2172–2181. [Google Scholar] [CrossRef]
  12. Kim, M.J.; Parvin, R.; Mushtaq, M.M.H.; Hwangbo, J.; Kim, J.H.; Na, J.C.; Kim, D.W.; Kang, H.K.; Kim, C.D.; Cho, K.O.; Yang, C.B.; Choi, H.C. , Influence of monochromatic light on quality trails, nutritional, fatty acid, and amino acid profiles of broiler chicken meat. Poult. Sci. 2013, 92, 2844–2852. [Google Scholar] [CrossRef] [PubMed]
  13. Perry, G.C. ; Lighting. Welfare of the laying hen (ed. GC Perry), 2003, CABI, Wallingford, UK., 299–311.
  14. Lewis, P.D. ; Lighting, ventilation and temperature. Brit. Poult. Sci. 2010, 51, 35–43. [Google Scholar] [CrossRef] [PubMed]
  15. Ma, H.; Xin, H.; Zhao, Y.; Li, B.; Shepherd, T.A.; Alvarez, I. ; Assessment of lighting needs by W-36 laying hens via preference test. Animal 2015, 10, 671–680. [Google Scholar] [CrossRef] [PubMed]
  16. Franco, B.R.; Shynkaruk, T.; Crowe, T.; Fancher, B.; French, N.; Gillingham, S.; Lardner, K.S. ; Light color and the commercial broiler: effect on behavior, fear, and stress. Poult. Sci. 2022, 101, 102052. [Google Scholar] [CrossRef] [PubMed]
  17. Bennato, F.; Ianni, A.; Martino, C.; Grotta, L.; Martino, G. Evaluation of Chemical Composition and Meat Quality of Breast Muscle in Broilers Reared under Light-Emitting Diode. Animals 2021, 11, 1505. [Google Scholar] [CrossRef] [PubMed]
  18. Colapietro, M.; Ianni, A.; Bennato, F.; Martino, G. Evaluation of Commercial Meat Products of Red Chicken Reared under LED Lights. Foods 2022, 11, 370. [Google Scholar] [CrossRef] [PubMed]
  19. Lewis, P.D. ; A review of lighting for broiler breeders. Brit. Poult. Sci. 2006, 47, 393–404. [Google Scholar] [CrossRef]
  20. Lewis, P.D.; Gous, R.M. ; Responses of poultry to ultraviolet radiation. World Poult. Sci. Assoc. 2009, 65, 499–510. [Google Scholar] [CrossRef]
  21. James, C.; Asher, L.; Herborn, K.; Wi, J. ; The effect of supplementary ultraviolet wavelengths on broiler chicken welfare indicators. Appl. Anim. Behav. Sci. 2018, 209, 55–64. [Google Scholar] [CrossRef]
  22. Soliman, N.K. ; Farid, El-Sabrout, Light wavelengths/colors: Future prospectsfor broiler behavior and production. J. Vet. Behav. 2020, 36, 34–39. [Google Scholar] [CrossRef]
  23. Prescott, N.B.; Wathes, C.M.; Jarvis, J.R. ; Light, vision and welfare of poultry. Anim. Welf. 2003, 12, 269–288. [Google Scholar] [CrossRef]
  24. Zhang, Z.; Cao, J.; Wang, Z.; Dong, Y.; Chen, Y. ; Effect of a combination of green and blue monochromatic light on broiler immune response. J. Photochem. Photobiol. 2014, 138, 118–123. [Google Scholar] [CrossRef] [PubMed]
  25. Karakaya, M.; Parlat, S.S.; Yilmaz, M.T.; Yildirim, Ozalp, B. ; Growth performance and quality properties of meat from broiler chickens reared under different monochromatic light sources. Brit. Poul. Sci. 2009, 50, 76–82. [Google Scholar] [CrossRef] [PubMed]
  26. Yang, Y.; Pan, C.; Zhong, R.; Pan, J. ; The quantitative models for broiler chicken response to monochromatic, combined, and mixed light-emitting diode light: A meta-analysis. Poult. Sci. 2018, 97, 1980–1989. [Google Scholar] [CrossRef] [PubMed]
  27. Lisanne, M.S. T.; Bas, R.; Bart, A.; Bert, R.; Frank, A.M.; Tuyttens. An automated positioning system for monitoring chickens’ location: Effects of wearing a backpack on behaviour, leg health and production. Appl. Anim. Behav. Sci. 2018, 198, 83–88. [Google Scholar] [CrossRef]
  28. Robert, M.; Drolet, B.; Savard, J.-P.L. ; Effects of backpack radio-transmitters on female Barrow’s Goldeneyes. Waterbirds 2006, 29, 115–120. [Google Scholar] [CrossRef]
  29. Daigle, C.L.; Banerjee, D.; Biswas, S.; Siegford, J.M. ; Noncaged laying hens remain unflappable while wearing body-mounted sensor: Levels of agonistic behaviors remain unchanged and resource use is not reduced after habituation. Poult. Sci. 2012, 91, 2415–2423. [Google Scholar] [CrossRef] [PubMed]
  30. Kristensen, H.H.; Prescott, N.B.; Perry, G.C.; Ladewig, J.; Ersboll, A.K.; Overvad, K.C.; Wathes, C.M. The behaviour of broiler chickens in different light sources and illuminances. Appl. Anim. Beh. Sci. 2007, 103, 75–89. [Google Scholar] [CrossRef]
  31. Widowski, T.M.; Keeling, L.J.; Duncan, I.J.H. , The preferences of hens for compact fluorescent over incandescent lighting. Can. J. Anim. Sci. 1992, 72, 203–211. [Google Scholar] [CrossRef]
  32. Hubert-Eicher, B.; Suter, A.; Spring-Stähli, P. ; Effects of colored light-emitting diode illumination on behavior and performance of laying hens. Poul. Sci. 2013, 92, 869–873. [Google Scholar] [CrossRef]
  33. Sultana, S.; Hassan, Md.R.; Choe, H.S.; Ryu, K.S. ; The effect of monochromatic and mixed LED light colour ont he behaviour and fear responses of broiler chicken. Avi. Biol. Res. 2013, 6, 207–214. [Google Scholar] [CrossRef]
  34. Directive 2010/63/EU of the European Parliament and of the Council of 22 September 2010 on the protection of animals used for scientific purposes. Off. J. EU 2010, 276, 33–79.
  35. Cobb Broiler Management Guide 2018. Available online: https://www.cobb-vantress.com/assets/5c7576a214/Broiler-guide-R1.pdf (accessed on 03 02 2024).
  36. Hungarian Feed Codex. Laboratory methods and operations (in Hungarian). Magy. Közlöny, 2003, 42, 3388–3436.
  37. Lukács, G. Colour Measurement; Műszaki Kiadó: Budapest, Hungary, 1982; p. 341. (In Hungarian) [Google Scholar]
  38. Honikel, K.O. Wasserbindungsvermogen von Fleisch. Fleischwirtschaft 1987, 67, 418–428. [Google Scholar]
  39. AMSA—American Meat Science Association. Research Guidelines for Cookery, Sensory Evaluation, and Instrumental Tenderness Measurements of Meat; American Meat Science Association: Champaign, IL, USA, 2015. [Google Scholar]
  40. Core Team R: A Language and Environment for Statistical Computing; R Foundation for Statistical Computing: Vienna, Austria, 2013. Available online: http://www.R-project.org/ (accessed on 12 10 2023).
  41. Mendes, A.S.; Paixao, S.J.; Restelatto, R. , Morello, G.M.; Moura, D.J.; Possenti, J.C.; Performance and preference exposed to different light sources. J. Appl. Poul. Res. 2013, 22, 62–70. [Google Scholar] [CrossRef]
  42. Archer, G.S. ; Comparison of incandescent, CFL, LED and bird level LED lighting: growth, fear and stress. Int. J. Poult. Sci. 2015, 14, 449–455. [Google Scholar] [CrossRef]
  43. Olanrewaju, H.A.; Miller, W.W.; Maslin, W.R.; Collier, W.R.; Purswell, J.L.; Branton, S.L.; Effects of light sources and intensity on broilers grown to heavy weights. Part 1: Growth performance, carcass characteristics, and welfare indices. Poult. Sci. 2016, 95, 727–735. [Google Scholar] [CrossRef] [PubMed]
  44. Rogers, A.G.; Pritchett, E.M.; Alphin, R.L.; Brannick; E. M.; Benson, E.R.; II. Evaluation of the impact of alternative light technology on male broiler chicken stress. Poul. Sci. 2015, 94, 331–337. [Google Scholar] [CrossRef] [PubMed]
  45. Rogers, A.G.; Pritchett, E.M.; Alphin, R.L.; Brannick; E. M.; Benson, E.R.; I. Evaluation of the impact of alternative light technology on male broiler chicken growth, feed conversion, and allometric characteristics. Poul. Sci. 2015, 94, 408–414. [Google Scholar] [CrossRef]
  46. Mir, N.A.; Rafiq, A.; Kumar, F.; Singh, V.; Shukla, V. ; Determinants of broiler chicken meat quality and factors affecting them: a review. J. Food Sci. Technol. 2017, 54, 2997–3009. [Google Scholar] [CrossRef]
  47. Clark, D.; Harding, R. Poultry Quality Evaluation, Quality Attributes and Consumer Values; Woodh. Pub. Ser. Food Sci., 2017; pp. 29–49. [Google Scholar]
  48. Duclos, M.J.; Berri, C.; Bihan-duval, E.L. ; Muscle Growth and Meat Quality. J. Appl. Poul. Res. 2007, 16, 107–112. [Google Scholar] [CrossRef]
  49. Wilhelm, A.E.; Maganhini, M.B; Hernández-Blazquez, F.J.; Ida, E.I.; Shimokomaki, M. ; Protease activity and the ultrastructure of broiler chicken PSE (pale, soft, exudative) meat. Food Chem. 2010, 119, 1201–1204. [Google Scholar] [CrossRef]
  50. Joo, S.T.; Kim, G.D.; Hwang, Y.H.; Ryu, Y.C. , Control of fresh meat quality through manipulation of muscle fiber characteristics. Meat Sci. 2013, 4, 828–836. [Google Scholar] [CrossRef] [PubMed]
  51. Vaskoska, R.; Ha, M.; Ong, L.; Chen, G.; White, J.; Gras, S.; Warner, R. ; Myosin sensitivity to thermal denaturation explains differences in water loss and shrinkage during cooking in muscles of district fibre types. Meat Sci. 2021, 179, 108521. [Google Scholar] [CrossRef] [PubMed]
  52. Mundalal, S.; Lorenzi, M.; Soglia, F.; Cavani, C.; Petracci, M. ; Implications of white striping and wooden breast abnormalities on quality traits of raw and marinated chicken meat. Animal 2015, 9, 1670–1675. [Google Scholar] [CrossRef]
  53. Ke, Y.Y.; Liu, W.J.; Wang, Z.X.; Chen, Y.X. , Effects of monochromatic light on quality properties and antioxidation of meat in broilers. Poult. Sci. 2011, 90, 2632–2637. [Google Scholar] [CrossRef] [PubMed]
  54. Kannan, G.; Heath, J.H.; Wabeck, C.J.; Owens, S.L.; Mench, JA. ; Elevated plasma corticosterone concentrations influence the onset of rigor mortis and meat color in broilers. Poul. Sci. 1998, 77, 322–328. [Google Scholar] [CrossRef]
  55. McKee, S.R. , Sams, A.R., Rigor mortis development at elevated temperatures induces pale exudative turkey meat characteristics. Poul. Sci. 1998, 77, 169–174. [Google Scholar] [CrossRef]
Figure 1. LED and IL Wavelengths of average intensity. LED - light emitting diode; IL- incandescent light.
Figure 1. LED and IL Wavelengths of average intensity. LED - light emitting diode; IL- incandescent light.
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Figure 2. Observed behaviors (a) eating time, (b) drinking time, (c) interactions and (d) resting time.
Figure 2. Observed behaviors (a) eating time, (b) drinking time, (c) interactions and (d) resting time.
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Table 1. Composition of the experimental diets.
Table 1. Composition of the experimental diets.
Dietary Composition
Starter (0-14 d) Grower (14-28 d) Finisher (28-42 d)
Ingredient (%)
Corn 34.00 38.00 41.00
Wheat 19.00 16.00 18.00
Extracted soy (46%) 31.00 23.00 16.00
Extracted sunflower (37%) (unhulled) 4.00 10.00 11.00
Corn gluten (60%) 4.00 4.00 5.00
Sunflower oil 3.50 5.00 5.30
Broiler premix 0.4% 0.40 0.40 0.40
Limestone 1.20 1.10 0.90
L-lysine 0.50 0.40 0.40
DL-Methionine 0.30 0.25 0.20
L-Threonine 0.15 - -
MCP 1.70 1.60 1.55
NaCl 0.25 0.25 0.25
100.00 100.00 100.00
Nutrient %
Dry matter 88.301 88.344 88.166
Metabolizable energy (AMEn) MJ/kg 12.585 13.095 13.412
Crude protein 22.805 21.200 19.455
Crude fat 6.679 8.493 8.721
Crude fiber 3.784 4.635 4.631
Lysine 1.453 1.275 1.126
Av Lysine 1.399 1.217 1.120
D Lysine 1.255 1.110 0.999
Methionine 0.712 0.634 0.611
Methionine+Cysteine 1.023 0.961 0.873
D-Methionine+Cysteine 0.963 0.885 0.811
Threonine 1.028 0.824 0.756
D-Threonine 0.846 0.756 0.685
Tryptophan 0.286 0.265 0.233
D-Tryptophan 0.215 0.182 0.155
Arginine 1.312 1.243 1.062
Valine 1.078 0.998 0.876
Calcium 0.959 0.885 0.802
Phosphorus 0.889 0.798 0.761
Coccidiostats + + -
*Premix containing (per kg) for Phase Starter and Grower: Methionine 3 %, Calcium 24.30 %, Phosphorus 5.10 %, Sodium 4.2 %, Vitamin A 333333 IU, Vitamin D3 133350 IU, Vitamin E 1125 mg, Vitamin K 75 mg, Manganese 4000 mg, Zinc 3332 mg, Iron 1333 mg, Copper 600 mg, Selenium 10 mg, Phytase activities 16700 FTU. For Phase Finisher (per kg). Methionine 2.3 %, Calcium 23.40 %, Phosphorus 4.55 %, Sodium 4.1 %, Vitamin A 200000 IU, Vitamin D3 100000 IU, Vitamin E 1200 mg, Vitamin K 60 mg, Manganese 3334 mg, Zinc 2781 mg, Iron 1111 mg, Copper 500 mg, Selenium 8.33 mg, Phytase activities 16700 FTU.
Table 2. Results of body weight, feed consumption and feed conversion ratio.
Table 2. Results of body weight, feed consumption and feed conversion ratio.
Week 1 Week 2 Week 3 Week 4 Week 5 Week 6
Body Weight (g)
LED 149.9 422.4 848.0 1403.0 2085.6 2560.0
SD ±19.50 ±56.10 ±95.38 ±146.41 ±200.73 ±260.65
IL 142.9 399.3 823.5 1362.5 1978.7 2517.0
SD ±19.24 ±62.39 ±107.90 ±174.70 ±249.03 ±292.06
p-value <0.001 <0.001 <0.05 <0.05 <0.001 N.S.
Feed consumption (g/bird)
LED 123.7 335.1 626.9 975.2 1292.4 920.4
SD ±2.43 ±10.52 ±24.77 ±25.29 ±79.55 ±75.41
IL 121.2 326.4 641.4 965.6 1193.2 1087.9
SD ±1.40 ±6.06 ±21.81 ±43.19 ±57.29 ±54.43
p-value N.S. N.S. N.S. N.S. N.S. <0.01
Feed conversion ratio (kg/kg)
LED 0.83 1.09 1.29 1.48 1.61 1.72
SD ±0.02 ±0.02 ±0.03 ±0.04 ±0.03 ±0.04
IL 0.85 1.13 1.33 1.52 1.65 1.77
SD ±0.01 ±0.02 ±0.02 ±0.02 ±0.02 ±0.03
p-value N.S. <0.05 <0.05 N.S. N.S. N.S.
SD - Standard Deviation, N.S. - not significant; LED - light emitting diode; IL- incandescent light.
Table 3. Behavioral parameters of the birds during the rearing period (first part days 5 to 14, middle part days 21 to 25, last part days 35 to 37).
Table 3. Behavioral parameters of the birds during the rearing period (first part days 5 to 14, middle part days 21 to 25, last part days 35 to 37).
Day Eating (% of Time) Drinking (% of Time) Resting (% of Time) Other Activities (% of Time) Interactions (% of Time)
LED IL p-value LED IL p-value LED IL p-value LED IL p-value LED IL p-value
5 28.70 25.09 <0.05 6.01 5.45 N.S. 49.04 51.22 N.S. 16.20 18.24 N.S. 0.05 0.00 N.S.
6 34.01 32.29 <0.05 6.48 6.30 N.S. 39.93 38.29 N.S. 19.58 23.09 <0.01 0.00 0.03 N.S.
7 21.35 23.41 <0.05 4.74 6.03 <0.001 51.06 48.11 <0.01 22.71 21.82 N.S. 0.13 0.04 N.S.
8 24.78 27.66 <0.05 4.29 5.67 <0.001 40.24 40.80 N.S. 30.62 25.87 <0.001 0.07 0.00 <0.05
9 26.11 25.96 N.S. 5.77 5.63 N.S. 44.41 43.88 N.S. 23.47 24.43 N.S. 0.23 0.11 N.S.
10 26.38 26.37 N.S. 5.40 6.58 <0.01 41.64 42.58 N.S. 26.45 24.37 <0.05 0.13 0.09 N.S.
11 25.96 27.23 N.S. 5.96 5.34 <0.05 45.32 42.53 <0.01 22.65 24.82 N.S. 0.10 0.09 N.S.
12 27.77 26.42 <0.05 5.26 5.46 N.S. 43.80 44.46 N.S. 23.09 23.58 N.S. 0.08 0.08 N.S.
13 26.46 25.49 N.S. 5.17 4.91 N.S. 47.35 45.43 <0.05 20.75 24.08 <0.05 0.27 0.09 <0.01
14 25.26 23.82 <0.05 5.48 4.92 N.S. 49.01 48.06 N.S. 20.14 23.10 N.S. 0.11 0.10 N.S.
21 29.70 18.53 <0.001 6.05 5.15 N.S. 46.60 60.15 <0.001 17.60 16.18 N.S. 0.05 0.00 N.S.
22 25.31 20.77 <0.001 6.05 4.85 <0.001 51.06 54.77 <0.01 17.35 19.59 <0.05 0.23 0.03 <0.01
23 24.91 21.40 <0.001 5.34 4.73 N.S. 53.10 56.87 <0.05 16.54 16.97 N.S. 0.11 0.03 N.S.
24 24.88 22.51 <0.01 4.55 5.13 N.S. 55.82 59.25 <0.05 14.67 13.09 N.S. 0.09 0.04 N.S.
25 23.72 20.58 <0.01 5.05 3.77 <0.01 52.35 57.75 <0.01 18.62 18.38 N.S. 0.26 0.07 N.S.
35 8.44 7.65 N.S. 3.84 4.27 N.S. 83.25 76.71 <0.001 4.47 11.37 <0.001 0.00 0.00 N.S.
36 9.62 6.82 <0.001 4.19 4.11 N.S. 82.45 83.37 N.S. 3.74 5.69 <0.001 0.00 0.00 N.S.
37 8.84 8.28 N.S. 3.53 3.85 N.S. 85.09 84.51 <0.001 2.54 3.37 <0.05 0.00 0.00 N.S.
LED - light emitting diode; IL- incandescent light.
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